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phamluan
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crypto-tron-predictor

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cryptocurrency
tron
price-prediction
machine-learning
time-series
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crypto-tron-predictor
File size: 911 Bytes
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{
  "coin_id": "tron",
  "trained_at": "2025-10-24T07:48:38.054647",
  "feature_columns": [
    "price",
    "SMA_7",
    "SMA_25",
    "SMA_99",
    "EMA_12",
    "EMA_26",
    "RSI",
    "MACD",
    "Signal_Line",
    "MACD_Histogram",
    "BB_Upper",
    "BB_Middle",
    "BB_Lower",
    "Stoch_K",
    "Stoch_D",
    "Volatility",
    "price_change",
    "price_lag_1",
    "price_lag_3",
    "price_lag_7",
    "price_lag_14",
    "price_rolling_mean_7",
    "price_rolling_std_7"
  ],
  "performance": {
    "RandomForest": {
      "rmse": 0.009424221929113925,
      "mae": 0.0070404601185012
    },
    "GradientBoosting": {
      "rmse": 0.009021470612352133,
      "mae": 0.006788447451861634
    },
    "LinearRegression": {
      "rmse": 0.0010705887206236863,
      "mae": 0.0008177088872127213
    },
    "LSTM": {
      "rmse": 0.006727070218630784,
      "mae": 0.0058897194757144234
    }
  }
}