stage2_metadata_20250705_170829.json

{
  "model_name": "Stage 2 Simple Universal LSTM",
  "stocks": [
    "AAPL",
    "AMZN",
    "AVGO",
    "BRK.B",
    "COST",
    "GOOG",
    "JNJ",
    "JPM",
    "LLY",
    "MA",
    "META",
    "MSFT",
    "NFLX",
    "NVDA",
    "ORCL",
    "PG",
    "TSLA",
    "V",
    "WMT",
    "XOM"
  ],
  "features": [
    "Open",
    "High",
    "Low",
    "Close",
    "Volume",
    "sentiment_10d_avg"
  ],
  "target": "Close",
  "time_steps": 60,
  "batch_size": 16,
  "epochs_trained": 88,
  "final_val_loss": 0.0008096768870018423,
  "rmse": 26.850322364411017,
  "mae": 12.60320354323313,
  "r2": 0.9902821175992801,
  "mape": 2.679250893651326,
  "created_at": "20250705_170829",
  "architecture": {
    "lstm1_units": 50,
    "lstm2_units": 50,
    "dropout_rate": 0.2,
    "dense_units": 1
  }
}