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crypto-litecoin-predictor

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cryptocurrency
litecoin
price-prediction
machine-learning
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crypto-litecoin-predictor
File size: 896 Bytes
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{
  "coin_id": "litecoin",
  "trained_at": "2025-10-24T07:47:36.385296",
  "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": 2.848611572239584,
      "mae": 1.5753270648786584
    },
    "GradientBoosting": {
      "rmse": 2.8718520399854306,
      "mae": 1.8563791687599964
    },
    "LinearRegression": {
      "rmse": 0.5089057237273502,
      "mae": 0.34952526876822637
    },
    "LSTM": {
      "rmse": 8.545314158442947,
      "mae": 7.387378783296122
    }
  }
}