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phamluan
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crypto-ripple-predictor

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cryptocurrency
ripple
price-prediction
machine-learning
time-series
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crypto-ripple-predictor
File size: 905 Bytes
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{
  "coin_id": "ripple",
  "trained_at": "2025-10-24T07:44:54.340518",
  "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": 0.06284188463999661,
      "mae": 0.04009573942474982
    },
    "GradientBoosting": {
      "rmse": 0.06925444230299697,
      "mae": 0.04568799739220207
    },
    "LinearRegression": {
      "rmse": 0.011016386450628635,
      "mae": 0.00800885801922385
    },
    "LSTM": {
      "rmse": 0.10266064171942119,
      "mae": 0.08003952280871227
    }
  }
}