{
  "architecture": "StockTransformerAnalyzer",
  "based_on": [
    "TIPS",
    "MASTER",
    "xLSTM-TS"
  ],
  "n_features": 14,
  "d_model": 128,
  "n_heads": 8,
  "n_layers": 4,
  "d_ff": 512,
  "dropout": 0.3,
  "lookback": 30,
  "predict_horizon": 5,
  "feature_cols": [
    "z_open",
    "z_high",
    "z_low",
    "z_close",
    "z_volume",
    "z_ma5",
    "z_ma10",
    "z_ma20",
    "rsi",
    "macd_hist",
    "bb_position",
    "atr_norm",
    "vol_change",
    "z_denoised"
  ],
  "stock_list": [
    "IDEA",
    "TATASTEEL",
    "YESBANK",
    "ETERNAL",
    "PCJEWELLER",
    "ADANIPOWER",
    "PRIVISCL",
    "EASEMYTRIP",
    "SUZLON",
    "IRFC",
    "RELIANCE",
    "NMDC",
    "IREDA",
    "ASHOKLEY",
    "IDFCFIRSTB",
    "SBIN",
    "CANBK",
    "IRB",
    "JIOFIN",
    "INFIBEAM",
    "PNB",
    "TATSILV",
    "JPPOWER",
    "RPOWER",
    "GTLINFRA",
    "ICICIBANK",
    "TATAGOLD",
    "UNITECH",
    "GMRAIRPORT",
    "SAIL",
    "TMPV",
    "BEL",
    "ITC",
    "IFCI",
    "BHEL",
    "KOTAKBANK",
    "NBCC",
    "ALOKINDS",
    "RVNL",
    "MOTHERSON",
    "BANKBARODA",
    "NHPC",
    "INFY",
    "POWERGRID",
    "SAMMAANCAP",
    "IOC",
    "ONGC",
    "RTNPOWER",
    "HDFCBANK",
    "SOUTHBANK"
  ],
  "signal_map": {
    "0": "SELL",
    "1": "HOLD",
    "2": "BUY"
  },
  "metrics": {
    "test_acc": 0.41979745181313294,
    "test_f1": 0.4162252732534208,
    "test_IC": 0.35816390500877654,
    "sharpe": 2.192754936074244
  },
  "datasets": [
    "xxparthparekhxx/indian-stock-market-minute-data"
  ]
}