diff --git "a/queue.json" "b/queue.json" --- "a/queue.json" +++ "b/queue.json" @@ -2,15 +2,15 @@ "2330": { "status": "done", "requested_at": "2026-05-23T15:32:09.664196+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "SELL", "raw_signal_probability": 0.0832, "raw_sell_probability": 0.8094, - "signal_probability": 0.2851, - "sell_probability": 0.9582, + "signal_probability": 0.1532, + "sell_probability": 0.8094, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 2225.87, @@ -81,127 +81,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:27.898491+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.1532, - "buy_probability_after": 0.2851, - "sell_probability_before": 0.8094, - "sell_probability_after": 0.9582, - "buy_adjustment": 0.1319, - "sell_adjustment": 0.1488, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": -1.0, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.08 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.4983, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0399 - } - ], - [ - "momentum_20d", - { - "value": 0.3365, - "weight": 0.04, - "buy_delta": 0.0135, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.1429, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0129 - } - ], - [ - "lower_shadow", - { - "value": 0.5714, - "weight": 0.02, - "buy_delta": 0.0114, - "sell_delta": 0.0 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": -0.6089, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0091 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -214,11 +98,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:27.903498+00:00", + "evaluated_at": "2026-05-24T07:00:14.185638+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -228,15 +112,15 @@ "0050": { "status": "done", "requested_at": "2026-05-24T01:32:35.205380+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.1308, "raw_sell_probability": 0.6218, - "signal_probability": 0.4665, - "sell_probability": 0.6721, + "signal_probability": 0.2508, + "sell_probability": 0.6218, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 95.79, @@ -306,127 +190,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:26.886984+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.2508, - "buy_probability_after": 0.4665, - "sell_probability_before": 0.6218, - "sell_probability_after": 0.6721, - "buy_adjustment": 0.2157, - "sell_adjustment": 0.0503, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.4155, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0332 - } - ], - [ - "momentum_20d", - { - "value": 0.5072, - "weight": 0.04, - "buy_delta": 0.0203, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.3474, - "weight": 0.04, - "buy_delta": 0.0139, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 0.5142, - "weight": 0.02, - "buy_delta": 0.0103, - "sell_delta": 0.0 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": -0.5709, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0086 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -439,11 +207,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:26.892196+00:00", + "evaluated_at": "2026-05-24T07:00:12.069188+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -453,15 +221,15 @@ "2317": { "status": "done", "requested_at": "2026-05-24T01:32:35.202661+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "SELL", "raw_signal_probability": 0.1139, "raw_sell_probability": 0.8582, - "signal_probability": 0.2328, - "sell_probability": 0.9386, + "signal_probability": 0.1539, + "sell_probability": 0.8582, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 246.06, @@ -529,127 +297,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:27.621576+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.1539, - "buy_probability_after": 0.2328, - "sell_probability_before": 0.8582, - "sell_probability_after": 0.9386, - "buy_adjustment": 0.0789, - "sell_adjustment": 0.0804, - "top_contributions": [ - [ - "volatility_risk", - { - "value": -0.5991, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0479 - } - ], - [ - "upper_shadow", - { - "value": -0.2308, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0208 - } - ], - [ - "momentum_20d", - { - "value": 0.4444, - "weight": 0.04, - "buy_delta": 0.0178, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 0.1739, - "weight": 0.075, - "buy_delta": 0.013, - "sell_delta": 0.0 - } - ], - [ - "lower_shadow", - { - "value": 0.6154, - "weight": 0.02, - "buy_delta": 0.0123, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.2622, - "weight": 0.04, - "buy_delta": 0.0105, - "sell_delta": 0.0 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": 0.639, - "weight": 0.015, - "buy_delta": 0.0096, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -662,11 +314,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:27.626915+00:00", + "evaluated_at": "2026-05-24T07:00:13.636075+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -676,15 +328,15 @@ "2454": { "status": "done", "requested_at": "2026-05-24T01:32:35.202783+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { - "signal": "BUY", + "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.389, "raw_sell_probability": 0.4216, - "signal_probability": 0.7707, - "sell_probability": 0.5272, + "signal_probability": 0.509, + "sell_probability": 0.4216, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 3798.26, @@ -692,7 +344,7 @@ "buy_target": 3709.46, "sell_target": 4249.87, "stop_loss": 3257.86, - "confidence": "HIGH", + "confidence": "MEDIUM", "volatility_regime": "high", "current_price": 3860.0, "training_accuracy": 0.2083, @@ -754,127 +406,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:27.191441+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.509, - "buy_probability_after": 0.7707, - "sell_probability_before": 0.4216, - "sell_probability_after": 0.5272, - "buy_adjustment": 0.2617, - "sell_adjustment": 0.1056, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.9085, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0727 - } - ], - [ - "momentum_20d", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 1.0, - "weight": 0.02, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.4238, - "weight": 0.04, - "buy_delta": 0.017, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": -0.7076, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0106 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -887,11 +423,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:27.196329+00:00", + "evaluated_at": "2026-05-24T07:00:13.198967+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -901,15 +437,15 @@ "0056": { "status": "done", "requested_at": "2026-05-24T01:32:35.214426+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "BUY", "raw_signal": "BUY", "raw_signal_probability": 0.5863, "raw_sell_probability": 0.4707, - "signal_probability": 0.9169, - "sell_probability": 0.5242, + "signal_probability": 0.7063, + "sell_probability": 0.4707, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 45.17, @@ -979,127 +515,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:31.320374+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.7063, - "buy_probability_after": 0.9169, - "sell_probability_before": 0.4707, - "sell_probability_after": 0.5242, - "buy_adjustment": 0.2106, - "sell_adjustment": 0.0535, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 0.7751, - "weight": 0.075, - "buy_delta": 0.0581, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.3603, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0288 - } - ], - [ - "momentum_20d", - { - "value": 0.5609, - "weight": 0.04, - "buy_delta": 0.0224, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.4989, - "weight": 0.04, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 0.426, - "weight": 0.02, - "buy_delta": 0.0085, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.08, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0072 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -1112,11 +532,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:31.325692+00:00", + "evaluated_at": "2026-05-24T07:00:11.415309+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -1126,15 +546,15 @@ "2881": { "status": "done", "requested_at": "2026-05-24T01:32:35.205242+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.4127, "raw_sell_probability": 0.4185, - "signal_probability": 0.4755, - "sell_probability": 0.4812, + "signal_probability": 0.4127, + "sell_probability": 0.4185, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 94.34, @@ -1200,127 +620,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:32.100173+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.4127, - "buy_probability_after": 0.4755, - "sell_probability_before": 0.4185, - "sell_probability_after": 0.4812, - "buy_adjustment": 0.0627, - "sell_adjustment": 0.0627, - "top_contributions": [ - [ - "upper_shadow", - { - "value": -0.3529, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0318 - } - ], - [ - "volatility_risk", - { - "value": -0.3839, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0307 - } - ], - [ - "momentum_20d", - { - "value": 0.308, - "weight": 0.04, - "buy_delta": 0.0123, - "sell_delta": 0.0 - } - ], - [ - "lower_shadow", - { - "value": 0.4706, - "weight": 0.02, - "buy_delta": 0.0094, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 0.1251, - "weight": 0.075, - "buy_delta": 0.0094, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": 0.5603, - "weight": 0.015, - "buy_delta": 0.0084, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": 0.4474, - "weight": 0.015, - "buy_delta": 0.0067, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.1573, - "weight": 0.04, - "buy_delta": 0.0063, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -1333,11 +637,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:32.105235+00:00", + "evaluated_at": "2026-05-24T07:00:12.821950+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -1347,15 +651,15 @@ "2882": { "status": "done", "requested_at": "2026-05-24T01:32:35.213847+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.3758, "raw_sell_probability": 0.3113, - "signal_probability": 0.5054, - "sell_probability": 0.3629, + "signal_probability": 0.4158, + "sell_probability": 0.3113, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 77.65, @@ -1363,7 +667,7 @@ "buy_target": 78.72, "sell_target": 80.58, "stop_loss": 75.79, - "confidence": "MEDIUM", + "confidence": "HIGH", "volatility_regime": "medium", "current_price": 79.7, "training_accuracy": 0.4792, @@ -1423,127 +727,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:31.809675+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.4158, - "buy_probability_after": 0.5054, - "sell_probability_before": 0.3113, - "sell_probability_after": 0.3629, - "buy_adjustment": 0.0896, - "sell_adjustment": 0.0516, - "top_contributions": [ - [ - "volatility_risk", - { - "value": -0.4344, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0347 - } - ], - [ - "momentum_120d", - { - "value": 0.4599, - "weight": 0.075, - "buy_delta": 0.0345, - "sell_delta": 0.0 - } - ], - [ - "momentum_20d", - { - "value": 0.262, - "weight": 0.04, - "buy_delta": 0.0105, - "sell_delta": 0.0 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.2353, - "weight": 0.04, - "buy_delta": 0.0094, - "sell_delta": 0.0 - } - ], - [ - "bb_reversion", - { - "value": -0.0876, - "weight": 0.1, - "buy_delta": 0.0, - "sell_delta": 0.0088 - } - ], - [ - "liquidity_quality", - { - "value": 0.4964, - "weight": 0.015, - "buy_delta": 0.0074, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.0625, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0056 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -1556,11 +744,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:31.814693+00:00", + "evaluated_at": "2026-05-24T07:00:12.450123+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -1570,15 +758,15 @@ "2412": { "status": "done", "requested_at": "2026-05-24T01:32:35.290413+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "SELL", "raw_signal": "SELL", "raw_signal_probability": 0.3722, "raw_sell_probability": 0.7831, - "signal_probability": 0.3919, - "sell_probability": 0.912, + "signal_probability": 0.3722, + "sell_probability": 0.7831, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 136.96, @@ -1644,127 +832,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:29.999833+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.3722, - "buy_probability_after": 0.3919, - "sell_probability_before": 0.7831, - "sell_probability_after": 0.912, - "buy_adjustment": 0.0197, - "sell_adjustment": 0.1289, - "top_contributions": [ - [ - "upper_shadow", - { - "value": -0.5, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.045 - } - ], - [ - "volume_contraction_after_spike", - { - "value": -1.0, - "weight": 0.04, - "buy_delta": 0.0, - "sell_delta": 0.04 - } - ], - [ - "volatility_risk", - { - "value": -0.2877, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.023 - } - ], - [ - "liquidity_quality", - { - "value": -0.8002, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.012 - } - ], - [ - "momentum_120d", - { - "value": 0.0916, - "weight": 0.075, - "buy_delta": 0.0069, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": 0.3809, - "weight": 0.015, - "buy_delta": 0.0057, - "sell_delta": 0.0 - } - ], - [ - "ma_alignment", - { - "value": 1.0, - "weight": 0.005, - "buy_delta": 0.005, - "sell_delta": 0.0 - } - ], - [ - "volume_expansion", - { - "value": -0.196, - "weight": 0.025, - "buy_delta": 0.0, - "sell_delta": 0.0049 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -1777,11 +849,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:30.004877+00:00", + "evaluated_at": "2026-05-24T07:00:08.773996+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -1791,15 +863,15 @@ "6505": { "status": "done", "requested_at": "2026-05-24T01:32:35.344862+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "BUY", "raw_signal": "BUY", "raw_signal_probability": 0.8815, "raw_sell_probability": 0.0331, - "signal_probability": 0.8744, - "sell_probability": 0.238, + "signal_probability": 0.8615, + "sell_probability": 0.0331, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 54.49, @@ -1868,127 +940,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:29.708566+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.8615, - "buy_probability_after": 0.8744, - "sell_probability_before": 0.0331, - "sell_probability_after": 0.238, - "buy_adjustment": 0.0129, - "sell_adjustment": 0.2049, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": -1.0, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.08 - } - ], - [ - "volatility_risk", - { - "value": -0.4964, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0397 - } - ], - [ - "upper_shadow", - { - "value": -0.2857, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0257 - } - ], - [ - "oldwang_trend", - { - "value": -1.0, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.015 - } - ], - [ - "macd_momentum", - { - "value": -0.8678, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.013 - } - ], - [ - "lower_shadow", - { - "value": 0.5714, - "weight": 0.02, - "buy_delta": 0.0114, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": -0.1146, - "weight": 0.075, - "buy_delta": 0.0, - "sell_delta": 0.0086 - } - ], - [ - "rsi_trend", - { - "value": -0.1792, - "weight": 0.04, - "buy_delta": 0.0, - "sell_delta": 0.0072 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -2001,11 +957,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:29.713371+00:00", + "evaluated_at": "2026-05-24T07:00:08.350334+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -2240,15 +1196,15 @@ "AMD": { "status": "done", "requested_at": "2026-05-15T23:27:29.399522+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.1239, "raw_sell_probability": 0.582, - "signal_probability": 0.5048, - "sell_probability": 0.7191, + "signal_probability": 0.2439, + "sell_probability": 0.582, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 443.03, @@ -2318,127 +1274,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:36.823664+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.2439, - "buy_probability_after": 0.5048, - "sell_probability_before": 0.582, - "sell_probability_after": 0.7191, - "buy_adjustment": 0.2609, - "sell_adjustment": 0.1371, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.8858, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0709 - } - ], - [ - "upper_shadow", - { - "value": -0.5873, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0529 - } - ], - [ - "momentum_20d", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 1.0, - "weight": 0.02, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.4519, - "weight": 0.04, - "buy_delta": 0.0181, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": 0.7958, - "weight": 0.015, - "buy_delta": 0.0119, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -2451,11 +1291,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:36.828420+00:00", + "evaluated_at": "2026-05-24T07:00:19.718417+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -2465,15 +1305,15 @@ "4904": { "status": "done", "requested_at": "2026-05-24T01:32:35.701390+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "BUY", "raw_signal": "BUY", "raw_signal_probability": 0.8629, "raw_sell_probability": 0.1268, - "signal_probability": 0.886, - "sell_probability": 0.2156, + "signal_probability": 0.8629, + "sell_probability": 0.1268, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 95.83, @@ -2539,127 +1379,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:28.172678+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.8629, - "buy_probability_after": 0.886, - "sell_probability_before": 0.1268, - "sell_probability_after": 0.2156, - "buy_adjustment": 0.0231, - "sell_adjustment": 0.0889, - "top_contributions": [ - [ - "upper_shadow", - { - "value": -0.5, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.045 - } - ], - [ - "volatility_risk", - { - "value": -0.3244, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.026 - } - ], - [ - "high_volume_upper_shadow", - { - "value": -0.125, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.01 - } - ], - [ - "lower_shadow", - { - "value": 0.4, - "weight": 0.02, - "buy_delta": 0.008, - "sell_delta": 0.0 - } - ], - [ - "volume_expansion", - { - "value": 0.2359, - "weight": 0.025, - "buy_delta": 0.0059, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 0.0761, - "weight": 0.075, - "buy_delta": 0.0057, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": -0.3254, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0049 - } - ], - [ - "volume_surge", - { - "value": 0.6397, - "weight": 0.005, - "buy_delta": 0.0032, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -2672,11 +1396,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:28.177520+00:00", + "evaluated_at": "2026-05-24T07:00:05.808471+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -2686,15 +1410,15 @@ "3008": { "status": "done", "requested_at": "2026-05-24T01:32:35.554313+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "SELL", "raw_signal_probability": 0.0907, "raw_sell_probability": 0.7738, - "signal_probability": 0.4581, - "sell_probability": 0.9599, + "signal_probability": 0.2107, + "sell_probability": 0.7738, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 3480.57, @@ -2764,127 +1488,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:28.417502+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.2107, - "buy_probability_after": 0.4581, - "sell_probability_before": 0.7738, - "sell_probability_after": 0.9599, - "buy_adjustment": 0.2474, - "sell_adjustment": 0.1861, - "top_contributions": [ - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.8002, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.064 - } - ], - [ - "bb_reversion", - { - "value": -0.6093, - "weight": 0.1, - "buy_delta": 0.0, - "sell_delta": 0.0609 - } - ], - [ - "volume_contraction_after_spike", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "momentum_20d", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.3793, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0341 - } - ], - [ - "momentum_60d", - { - "value": 1.0, - "weight": 0.02, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.4442, - "weight": 0.04, - "buy_delta": 0.0178, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -2897,11 +1505,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:28.422539+00:00", + "evaluated_at": "2026-05-24T07:00:06.186648+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -2911,15 +1519,15 @@ "2891": { "status": "done", "requested_at": "2026-05-24T01:32:35.429708+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.3832, "raw_sell_probability": 0.3715, - "signal_probability": 0.6069, - "sell_probability": 0.5171, + "signal_probability": 0.4632, + "sell_probability": 0.3715, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 58.15, @@ -2988,127 +1596,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:28.661272+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.4632, - "buy_probability_after": 0.6069, - "sell_probability_before": 0.3715, - "sell_probability_after": 0.5171, - "buy_adjustment": 0.1437, - "sell_adjustment": 0.1456, - "top_contributions": [ - [ - "upper_shadow", - { - "value": -0.6, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.054 - } - ], - [ - "momentum_120d", - { - "value": 0.7042, - "weight": 0.075, - "buy_delta": 0.0528, - "sell_delta": 0.0 - } - ], - [ - "bb_reversion", - { - "value": -0.4738, - "weight": 0.1, - "buy_delta": 0.0, - "sell_delta": 0.0474 - } - ], - [ - "volatility_risk", - { - "value": -0.4519, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0362 - } - ], - [ - "oldwang_trend", - { - "value": 1.0, - "weight": 0.015, - "buy_delta": 0.015, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": 1.0, - "weight": 0.015, - "buy_delta": 0.015, - "sell_delta": 0.0 - } - ], - [ - "momentum_20d", - { - "value": 0.3719, - "weight": 0.04, - "buy_delta": 0.0149, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.3134, - "weight": 0.04, - "buy_delta": 0.0125, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -3121,11 +1613,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:28.666263+00:00", + "evaluated_at": "2026-05-24T07:00:06.738971+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -3135,15 +1627,15 @@ "2886": { "status": "done", "requested_at": "2026-05-24T01:32:35.426968+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.3108, "raw_sell_probability": 0.2635, - "signal_probability": 0.3303, - "sell_probability": 0.3425, + "signal_probability": 0.3108, + "sell_probability": 0.2635, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 40.03, @@ -3209,127 +1701,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:28.957574+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.3108, - "buy_probability_after": 0.3303, - "sell_probability_before": 0.2635, - "sell_probability_after": 0.3425, - "buy_adjustment": 0.0195, - "sell_adjustment": 0.0791, - "top_contributions": [ - [ - "upper_shadow", - { - "value": -0.5, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.045 - } - ], - [ - "volatility_risk", - { - "value": -0.3097, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0248 - } - ], - [ - "macd_momentum", - { - "value": 0.4998, - "weight": 0.015, - "buy_delta": 0.0075, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": -0.3845, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0058 - } - ], - [ - "ma_alignment", - { - "value": 1.0, - "weight": 0.005, - "buy_delta": 0.005, - "sell_delta": 0.0 - } - ], - [ - "candle_shadow", - { - "value": -0.5, - "weight": 0.005, - "buy_delta": 0.0, - "sell_delta": 0.0025 - } - ], - [ - "momentum_120d", - { - "value": 0.0254, - "weight": 0.075, - "buy_delta": 0.0019, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.0452, - "weight": 0.04, - "buy_delta": 0.0018, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -3342,11 +1718,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:28.962485+00:00", + "evaluated_at": "2026-05-24T07:00:07.186459+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -3356,15 +1732,15 @@ "2382": { "status": "done", "requested_at": "2026-05-24T01:32:35.384885+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.2053, "raw_sell_probability": 0.6654, - "signal_probability": 0.3517, - "sell_probability": 0.7506, + "signal_probability": 0.2853, + "sell_probability": 0.6654, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 306.48, @@ -3433,127 +1809,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:29.226576+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.2853, - "buy_probability_after": 0.3517, - "sell_probability_before": 0.6654, - "sell_probability_after": 0.7506, - "buy_adjustment": 0.0664, - "sell_adjustment": 0.0851, - "top_contributions": [ - [ - "volatility_risk", - { - "value": -0.6965, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0557 - } - ], - [ - "momentum_120d", - { - "value": 0.3407, - "weight": 0.075, - "buy_delta": 0.0256, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": -1.0, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.015 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": 0.6144, - "weight": 0.015, - "buy_delta": 0.0092, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.087, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0078 - } - ], - [ - "lower_shadow", - { - "value": 0.3913, - "weight": 0.02, - "buy_delta": 0.0078, - "sell_delta": 0.0 - } - ], - [ - "volume_expansion", - { - "value": 0.2138, - "weight": 0.025, - "buy_delta": 0.0053, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -3566,11 +1826,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:29.231510+00:00", + "evaluated_at": "2026-05-24T07:00:07.588344+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -3580,15 +1840,15 @@ "6669": { "status": "done", "requested_at": "2026-05-24T01:32:35.347239+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.0976, "raw_sell_probability": 0.6904, - "signal_probability": 0.4458, - "sell_probability": 0.7852, + "signal_probability": 0.2176, + "sell_probability": 0.6904, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 5399.51, @@ -3658,127 +1918,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:29.476307+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.2176, - "buy_probability_after": 0.4458, - "sell_probability_before": 0.6904, - "sell_probability_after": 0.7852, - "buy_adjustment": 0.2281, - "sell_adjustment": 0.0949, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.8131, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.065 - } - ], - [ - "momentum_120d", - { - "value": 0.6755, - "weight": 0.075, - "buy_delta": 0.0507, - "sell_delta": 0.0 - } - ], - [ - "momentum_20d", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.2041, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0184 - } - ], - [ - "momentum_60d", - { - "value": 0.8927, - "weight": 0.02, - "buy_delta": 0.0179, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.2924, - "weight": 0.04, - "buy_delta": 0.0117, - "sell_delta": 0.0 - } - ], - [ - "lower_shadow", - { - "value": 0.5306, - "weight": 0.02, - "buy_delta": 0.0106, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -3791,11 +1935,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:29.481206+00:00", + "evaluated_at": "2026-05-24T07:00:07.982273+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -3805,15 +1949,15 @@ "3045": { "status": "done", "requested_at": "2026-05-24T01:32:35.286778+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "SELL", "raw_signal": "SELL", "raw_signal_probability": 0.1161, "raw_sell_probability": 0.7323, - "signal_probability": 0.1492, - "sell_probability": 0.7559, + "signal_probability": 0.1161, + "sell_probability": 0.7323, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 110.9, @@ -3879,127 +2023,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:30.247686+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.1161, - "buy_probability_after": 0.1492, - "sell_probability_before": 0.7323, - "sell_probability_after": 0.7559, - "buy_adjustment": 0.0331, - "sell_adjustment": 0.0236, - "top_contributions": [ - [ - "volatility_risk", - { - "value": -0.2856, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0228 - } - ], - [ - "momentum_120d", - { - "value": 0.0935, - "weight": 0.075, - "buy_delta": 0.007, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": 0.414, - "weight": 0.015, - "buy_delta": 0.0062, - "sell_delta": 0.0 - } - ], - [ - "lower_shadow", - { - "value": 0.25, - "weight": 0.02, - "buy_delta": 0.005, - "sell_delta": 0.0 - } - ], - [ - "ma_alignment", - { - "value": 1.0, - "weight": 0.005, - "buy_delta": 0.005, - "sell_delta": 0.0 - } - ], - [ - "volume_expansion", - { - "value": 0.189, - "weight": 0.025, - "buy_delta": 0.0047, - "sell_delta": 0.0 - } - ], - [ - "volume_surge", - { - "value": 0.4501, - "weight": 0.005, - "buy_delta": 0.0023, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 0.0837, - "weight": 0.02, - "buy_delta": 0.0017, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -4012,11 +2040,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:30.252586+00:00", + "evaluated_at": "2026-05-24T07:00:09.196681+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -4026,15 +2054,15 @@ "3034": { "status": "done", "requested_at": "2026-05-24T01:32:35.275459+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.2563, "raw_sell_probability": 0.5213, - "signal_probability": 0.414, - "sell_probability": 0.6827, + "signal_probability": 0.2863, + "sell_probability": 0.5213, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 473.75, @@ -4104,127 +2132,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:30.524892+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.2863, - "buy_probability_after": 0.414, - "sell_probability_before": 0.5213, - "sell_probability_after": 0.6827, - "buy_adjustment": 0.1276, - "sell_adjustment": 0.1614, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": -1.0, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.08 - } - ], - [ - "volatility_risk", - { - "value": -0.656, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0525 - } - ], - [ - "momentum_120d", - { - "value": 0.477, - "weight": 0.075, - "buy_delta": 0.0358, - "sell_delta": 0.0 - } - ], - [ - "momentum_20d", - { - "value": 0.7833, - "weight": 0.04, - "buy_delta": 0.0313, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.3214, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0289 - } - ], - [ - "rsi_trend", - { - "value": 0.2919, - "weight": 0.04, - "buy_delta": 0.0117, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 0.5688, - "weight": 0.02, - "buy_delta": 0.0114, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": 0.6926, - "weight": 0.015, - "buy_delta": 0.0104, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -4237,11 +2149,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:30.529670+00:00", + "evaluated_at": "2026-05-24T07:00:09.568801+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -4251,15 +2163,15 @@ "2308": { "status": "done", "requested_at": "2026-05-24T01:32:35.258419+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { - "signal": "BUY", + "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.5202, "raw_sell_probability": 0.34, - "signal_probability": 0.8641, - "sell_probability": 0.4145, + "signal_probability": 0.6402, + "sell_probability": 0.34, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 2199.19, @@ -4329,127 +2241,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:30.775275+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.6402, - "buy_probability_after": 0.8641, - "sell_probability_before": 0.34, - "sell_probability_after": 0.4145, - "buy_adjustment": 0.2239, - "sell_adjustment": 0.0746, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.7077, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0566 - } - ], - [ - "momentum_60d", - { - "value": 1.0, - "weight": 0.02, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "lower_shadow", - { - "value": 0.6, - "weight": 0.02, - "buy_delta": 0.012, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": -0.7493, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0112 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": 0.6396, - "weight": 0.015, - "buy_delta": 0.0096, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -4462,11 +2258,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:30.780226+00:00", + "evaluated_at": "2026-05-24T07:00:09.978657+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -4476,15 +2272,15 @@ "2303": { "status": "done", "requested_at": "2026-05-24T01:32:35.235128+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { - "signal": "BUY", + "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.4288, "raw_sell_probability": 0.1886, - "signal_probability": 0.8783, - "sell_probability": 0.2634, + "signal_probability": 0.5888, + "sell_probability": 0.1886, "buy_threshold": 0.68, "sell_probability_threshold": 0.72, "predicted_price": 108.2, @@ -4555,127 +2351,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:31.083592+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.5888, - "buy_probability_after": 0.8783, - "sell_probability_before": 0.1886, - "sell_probability_after": 0.2634, - "buy_adjustment": 0.2896, - "sell_adjustment": 0.0749, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.871, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0697 - } - ], - [ - "momentum_20d", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 1.0, - "weight": 0.02, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.4228, - "weight": 0.04, - "buy_delta": 0.0169, - "sell_delta": 0.0 - } - ], - [ - "oldwang_trend", - { - "value": 1.0, - "weight": 0.015, - "buy_delta": 0.015, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": 1.0, - "weight": 0.015, - "buy_delta": 0.015, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -4688,11 +2368,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:31.089187+00:00", + "evaluated_at": "2026-05-24T07:00:10.568028+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -4702,15 +2382,15 @@ "006208": { "status": "done", "requested_at": "2026-05-24T01:32:35.217204+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "SELL", "raw_signal_probability": 0.2235, "raw_sell_probability": 0.7271, - "signal_probability": 0.5646, - "sell_probability": 0.7777, + "signal_probability": 0.3435, + "sell_probability": 0.7271, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 224.16, @@ -4780,127 +2460,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:26.611001+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.3435, - "buy_probability_after": 0.5646, - "sell_probability_before": 0.7271, - "sell_probability_after": 0.7777, - "buy_adjustment": 0.221, - "sell_adjustment": 0.0506, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.4148, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0332 - } - ], - [ - "momentum_20d", - { - "value": 0.4988, - "weight": 0.04, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.3353, - "weight": 0.04, - "buy_delta": 0.0134, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 0.5138, - "weight": 0.02, - "buy_delta": 0.0103, - "sell_delta": 0.0 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": -0.5831, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0087 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -4913,11 +2477,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:26.615862+00:00", + "evaluated_at": "2026-05-24T07:00:10.949427+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -4927,15 +2491,15 @@ "00981A": { "status": "done", "requested_at": "2026-05-16T00:25:04.096066+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "BUY", "raw_signal": "BUY", "raw_signal_probability": 0.6302, "raw_sell_probability": 0.2926, - "signal_probability": 0.9767, - "sell_probability": 0.3633, + "signal_probability": 0.7502, + "sell_probability": 0.2926, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 31.75, @@ -5005,127 +2569,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:37.650545+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.7502, - "buy_probability_after": 0.9767, - "sell_probability_before": 0.2926, - "sell_probability_after": 0.3633, - "buy_adjustment": 0.2266, - "sell_adjustment": 0.0707, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "momentum_120d", - { - "value": 1.0, - "weight": 0.075, - "buy_delta": 0.075, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.5726, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0458 - } - ], - [ - "momentum_20d", - { - "value": 0.5004, - "weight": 0.04, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "momentum_60d", - { - "value": 1.0, - "weight": 0.02, - "buy_delta": 0.02, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.3175, - "weight": 0.04, - "buy_delta": 0.0127, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": -0.7173, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0108 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -5138,11 +2586,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:37.655618+00:00", + "evaluated_at": "2026-05-24T07:00:21.220496+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -5152,15 +2600,15 @@ "NVDA": { "status": "done", "requested_at": "2026-05-16T00:25:04.096066+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.3852, "raw_sell_probability": 0.1474, - "signal_probability": 0.5557, - "sell_probability": 0.2125, + "signal_probability": 0.4252, + "sell_probability": 0.1474, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 213.76, @@ -5225,130 +2673,14 @@ "validation_source": "docs/validation_runs/factor_weight_grid_search_top40_20260522.json", "validation_accuracy_delta_pp": 2.9167, "validation_buy_precision_delta_pp": 0.8132, - "validation_stock_count": 40 - }, - "multi_factor_weight_overlay": { - "applied": true, - "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:37.328576+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.4252, - "buy_probability_after": 0.5557, - "sell_probability_before": 0.1474, - "sell_probability_after": 0.2125, - "buy_adjustment": 0.1305, - "sell_adjustment": 0.0651, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.6205, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0496 - } - ], - [ - "momentum_120d", - { - "value": 0.4334, - "weight": 0.075, - "buy_delta": 0.0325, - "sell_delta": 0.0 - } - ], - [ - "liquidity_quality", - { - "value": -0.5051, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0076 - } - ], - [ - "momentum_60d", - { - "value": 0.3294, - "weight": 0.02, - "buy_delta": 0.0066, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": -0.419, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.0063 - } - ], - [ - "momentum_20d", - { - "value": 0.1356, - "weight": 0.04, - "buy_delta": 0.0054, - "sell_delta": 0.0 - } - ], - [ - "rsi_trend", - { - "value": 0.0743, - "weight": 0.04, - "buy_delta": 0.003, - "sell_delta": 0.0 - } - ] - ] + "validation_stock_count": 40 + }, + "multi_factor_weight_overlay": { + "applied": false, + "reason": "disabled", + "active": true, + "policy": "strict", + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -5361,11 +2693,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:37.333555+00:00", + "evaluated_at": "2026-05-24T07:00:20.658483+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -6046,15 +3378,15 @@ "4532": { "status": "done", "requested_at": "2026-05-21T16:01:36.816165+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "BUY", "raw_signal": "BUY", "raw_signal_probability": 0.6406, "raw_sell_probability": 0.1986, - "signal_probability": 0.7019, - "sell_probability": 0.3695, + "signal_probability": 0.6706, + "sell_probability": 0.1986, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 23.44, @@ -6124,127 +3456,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:37.072770+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.6706, - "buy_probability_after": 0.7019, - "sell_probability_before": 0.1986, - "sell_probability_after": 0.3695, - "buy_adjustment": 0.0314, - "sell_adjustment": 0.1709, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": -1.0, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.08 - } - ], - [ - "upper_shadow", - { - "value": -0.4, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.036 - } - ], - [ - "volatility_risk", - { - "value": -0.3329, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0266 - } - ], - [ - "bullish_upper_shadow", - { - "value": -0.4, - "weight": 0.04, - "buy_delta": 0.0, - "sell_delta": 0.016 - } - ], - [ - "momentum_120d", - { - "value": 0.1503, - "weight": 0.075, - "buy_delta": 0.0113, - "sell_delta": 0.0 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": 0.3829, - "weight": 0.015, - "buy_delta": 0.0057, - "sell_delta": 0.0 - } - ], - [ - "volume_expansion", - { - "value": -0.1735, - "weight": 0.025, - "buy_delta": 0.0, - "sell_delta": 0.0043 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -6257,11 +3473,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:37.078087+00:00", + "evaluated_at": "2026-05-24T07:00:20.187705+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -6271,15 +3487,15 @@ "2615": { "status": "done", "requested_at": "2026-05-22T07:00:23.714194+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "SELL", "raw_signal": "SELL", "raw_signal_probability": 0.1938, "raw_sell_probability": 0.8308, - "signal_probability": 0.5777, - "sell_probability": 1.0, + "signal_probability": 0.3538, + "sell_probability": 0.8308, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 80.58, @@ -6318,159 +3534,43 @@ ], "risk_reasons": [], "key_levels": { - "ma5": 80.78, - "ma10": 78.26, - "ma20": 77.09, - "volume_spike_high": 82.5, - "volume_spike_low": 79.1, - "gap_support": 77.9, - "atr": 2.5 - } - }, - "oldwang_weight_overlay": { - "applied": true, - "config": { - "buy_bull_weight": 0.04, - "buy_bear_weight": -0.01, - "sell_bear_weight": 0.0, - "sell_bull_weight": 0.0, - "buy_bear_gate": 3.0, - "sell_bull_gate": null, - "hold_bias": 0.0 - }, - "bull_score": 4.0, - "bear_score": 0.0, - "buy_probability_before": 0.1938, - "buy_probability_after": 0.3538, - "sell_probability_before": 0.8308, - "sell_probability_after": 0.8308, - "validation_source": "docs/validation_runs/factor_weight_grid_search_top40_20260522.json", - "validation_accuracy_delta_pp": 2.9167, - "validation_buy_precision_delta_pp": 0.8132, - "validation_stock_count": 40 - }, - "multi_factor_weight_overlay": { - "applied": true, - "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:33.175127+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.3538, - "buy_probability_after": 0.5777, - "sell_probability_before": 0.8308, - "sell_probability_after": 1.0, - "buy_adjustment": 0.2239, - "sell_adjustment": 0.1951, - "top_contributions": [ - [ - "bb_reversion", - { - "value": -1.0, - "weight": 0.1, - "buy_delta": 0.0, - "sell_delta": 0.1 - } - ], - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "volume_spike", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "volatility_risk", - { - "value": -0.5004, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.04 - } - ], - [ - "upper_shadow", - { - "value": -0.3214, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0289 - } - ], - [ - "momentum_20d", - { - "value": 0.5629, - "weight": 0.04, - "buy_delta": 0.0225, - "sell_delta": 0.0 - } - ], - [ - "oldwang_trend", - { - "value": 1.0, - "weight": 0.015, - "buy_delta": 0.015, - "sell_delta": 0.0 - } - ], - [ - "macd_momentum", - { - "value": 1.0, - "weight": 0.015, - "buy_delta": 0.015, - "sell_delta": 0.0 - } - ] - ] + "ma5": 80.78, + "ma10": 78.26, + "ma20": 77.09, + "volume_spike_high": 82.5, + "volume_spike_low": 79.1, + "gap_support": 77.9, + "atr": 2.5 + } + }, + "oldwang_weight_overlay": { + "applied": true, + "config": { + "buy_bull_weight": 0.04, + "buy_bear_weight": -0.01, + "sell_bear_weight": 0.0, + "sell_bull_weight": 0.0, + "buy_bear_gate": 3.0, + "sell_bull_gate": null, + "hold_bias": 0.0 + }, + "bull_score": 4.0, + "bear_score": 0.0, + "buy_probability_before": 0.1938, + "buy_probability_after": 0.3538, + "sell_probability_before": 0.8308, + "sell_probability_after": 0.8308, + "validation_source": "docs/validation_runs/factor_weight_grid_search_top40_20260522.json", + "validation_accuracy_delta_pp": 2.9167, + "validation_buy_precision_delta_pp": 0.8132, + "validation_stock_count": 40 + }, + "multi_factor_weight_overlay": { + "applied": false, + "reason": "disabled", + "active": true, + "policy": "strict", + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -6483,11 +3583,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:33.180033+00:00", + "evaluated_at": "2026-05-24T07:00:15.276106+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -6497,15 +3597,15 @@ "2231": { "status": "done", "requested_at": "2026-05-24T01:44:16.087774+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { - "signal": "SELL", + "signal": "HOLD", "raw_signal": "HOLD", "raw_signal_probability": 0.3643, "raw_sell_probability": 0.4766, - "signal_probability": 0.4449, - "sell_probability": 0.6908, + "signal_probability": 0.3943, + "sell_probability": 0.4766, "buy_threshold": 0.62, "sell_probability_threshold": 0.65, "predicted_price": 107.0, @@ -6513,7 +3613,7 @@ "buy_target": 104.11, "sell_target": 114.18, "stop_loss": 96.93, - "confidence": "HIGH", + "confidence": "MEDIUM", "volatility_regime": "medium", "current_price": 106.5, "training_accuracy": 0.6042, @@ -6575,127 +3675,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:32.828150+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.3943, - "buy_probability_after": 0.4449, - "sell_probability_before": 0.4766, - "sell_probability_after": 0.6908, - "buy_adjustment": 0.0506, - "sell_adjustment": 0.2142, - "top_contributions": [ - [ - "oldwang_volume", - { - "value": -1.0, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.08 - } - ], - [ - "volatility_risk", - { - "value": -0.6262, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0501 - } - ], - [ - "momentum_20d", - { - "value": -0.8561, - "weight": 0.04, - "buy_delta": 0.0, - "sell_delta": 0.0342 - } - ], - [ - "momentum_120d", - { - "value": 0.2611, - "weight": 0.075, - "buy_delta": 0.0196, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.2, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.018 - } - ], - [ - "macd_momentum", - { - "value": -1.0, - "weight": 0.015, - "buy_delta": 0.0, - "sell_delta": 0.015 - } - ], - [ - "oldwang_guard", - { - "value": 1.0, - "weight": 0.01, - "buy_delta": 0.01, - "sell_delta": 0.0 - } - ], - [ - "lower_shadow", - { - "value": 0.4, - "weight": 0.02, - "buy_delta": 0.008, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -6708,11 +3692,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:32.833014+00:00", + "evaluated_at": "2026-05-24T07:00:14.539743+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null @@ -8295,15 +5279,15 @@ "2609": { "status": "done", "requested_at": "2026-05-24T02:02:22.880550+00:00", - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "source": "mac_precompute", "result": { "signal": "BUY", "raw_signal": "HOLD", "raw_signal_probability": 0.5526, "raw_sell_probability": 0.2017, - "signal_probability": 0.9126, - "sell_probability": 0.4041, + "signal_probability": 0.7126, + "sell_probability": 0.2017, "buy_threshold": 0.58, "sell_probability_threshold": 0.6, "predicted_price": 52.5, @@ -8374,127 +5358,11 @@ "validation_stock_count": 40 }, "multi_factor_weight_overlay": { - "applied": true, + "applied": false, + "reason": "disabled", + "active": true, "policy": "strict", - "scope": "predictor_accuracy", - "source_report": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/docs/validation_runs/predictor_accuracy_config_validation.json", - "selected_name": "candidate_08963", - "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json", - "generated_at": "2026-05-24T00:46:11.523054+00:00", - "runtime_applied_at": "2026-05-24T02:02:28.035952+00:00", - "validation": { - "metrics": { - "accuracy": 42.5963, - "direction_accuracy": 43.7253, - "buy_precision": 42.2867, - "sell_precision": 44.3679, - "signal_count": 181348, - "buy_count": 55994, - "sell_count": 125354, - "coverage": 0.9275, - "n_predictions": 195524 - }, - "deltas": { - "accuracy_delta_pp": 2.2038, - "direction_accuracy_delta_pp": -0.6824, - "buy_precision_delta_pp": 0.4072, - "sell_precision_delta_pp": -2.3465, - "signal_count_delta": 26089, - "coverage_delta": 0.1334 - } - }, - "gate": { - "checks": { - "accuracy_delta": true, - "buy_precision_delta": true, - "signal_ratio": true, - "buy_count_ratio": true, - "all_factor_weights_nonzero": true - }, - "signal_ratio": 1.168, - "buy_count_ratio": 0.7559 - }, - "factor_count": 29, - "buy_probability_before": 0.7126, - "buy_probability_after": 0.9126, - "sell_probability_before": 0.2017, - "sell_probability_after": 0.4041, - "buy_adjustment": 0.2, - "sell_adjustment": 0.2025, - "top_contributions": [ - [ - "bb_reversion", - { - "value": -1.0, - "weight": 0.1, - "buy_delta": 0.0, - "sell_delta": 0.1 - } - ], - [ - "oldwang_volume", - { - "value": 1.0, - "weight": 0.08, - "buy_delta": 0.08, - "sell_delta": 0.0 - } - ], - [ - "volume_spike", - { - "value": 1.0, - "weight": 0.04, - "buy_delta": 0.04, - "sell_delta": 0.0 - } - ], - [ - "upper_shadow", - { - "value": -0.4286, - "weight": 0.09, - "buy_delta": 0.0, - "sell_delta": 0.0386 - } - ], - [ - "volatility_risk", - { - "value": -0.4052, - "weight": 0.08, - "buy_delta": 0.0, - "sell_delta": 0.0324 - } - ], - [ - "bullish_upper_shadow", - { - "value": -0.4286, - "weight": 0.04, - "buy_delta": 0.0, - "sell_delta": 0.0171 - } - ], - [ - "volume_expansion", - { - "value": 0.619, - "weight": 0.025, - "buy_delta": 0.0155, - "sell_delta": 0.0 - } - ], - [ - "oldwang_trend", - { - "value": 1.0, - "weight": 0.015, - "buy_delta": 0.015, - "sell_delta": 0.0 - } - ] - ] + "config_path": "/Users/po-chengchan/Documents/Codex/2026-05-09/help-me-to-download-the-stock/stock-predictor/config/multi_factor_overlay.json" }, "feature_version": "institutional-macd-oldwang-v2", "meta_filtered": false, @@ -8507,11 +5375,11 @@ "data_end_date": "2026-05-22", "latest_data_date": "2026-05-22", "evaluation_basis": "latest_available_close", - "evaluated_at": "2026-05-24T02:02:28.040926+00:00", + "evaluated_at": "2026-05-24T07:00:14.897403+00:00", "optimized": true, "source": "mac_precompute", "precompute": { - "completed_at": "2026-05-24T02:02:41.152336+00:00", + "completed_at": "2026-05-24T07:00:22.249509+00:00", "hot_rank_method": "query_history last 30 days", "prediction_horizon_days": 5, "backtest": null