Text Classification
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finance
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market-impact
gated-fusion
multitask-learning
event-study
finimpact-direction1d-v4 / feature_schema.json
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Train FinImpact Direction1D V4
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{
"numeric_columns": [
"source_sentiment_score",
"sentiment_abs_score",
"site_benzinga",
"site_globenewswire",
"site_yahoo_finance",
"site_marketwatch",
"text_char_len",
"title_char_len",
"is_after_close",
"is_premarket",
"is_market_hours",
"published_hour_sin",
"published_hour_cos",
"ret_1d_lag",
"ret_5d_lag",
"ret_20d_lag",
"vol_5d",
"vol_20d",
"vol_60d",
"vol_ratio_5_20",
"drawdown_20d",
"volume_z_20d",
"sector_code",
"market_ret_1d_lag",
"market_ret_5d_lag",
"sector_ret_1d_lag",
"sector_ret_5d_lag",
"beta_market_60d",
"beta_sector_60d"
],
"mean": {
"source_sentiment_score": 0.746147335480902,
"sentiment_abs_score": 0.8758751153945923,
"site_benzinga": 0.3414634168148041,
"site_globenewswire": 0.027059365063905716,
"site_yahoo_finance": 0.19834330677986145,
"site_marketwatch": 0.0011965024750679731,
"text_char_len": 0.12647317349910736,
"title_char_len": 0.22998590767383575,
"is_after_close": 0.06129774451255798,
"is_premarket": 0.4531063139438629,
"is_market_hours": 0.4855959415435791,
"published_hour_sin": -0.2567417025566101,
"published_hour_cos": -0.35876917839050293,
"ret_1d_lag": 0.0008439657480443655,
"ret_5d_lag": 0.005167760459005587,
"ret_20d_lag": 0.02857849583185001,
"vol_5d": 0.02562241014758805,
"vol_20d": 0.027127421020100354,
"vol_60d": 0.030643427833552454,
"vol_ratio_5_20": 0.94897371917211,
"drawdown_20d": -0.06130785621108734,
"volume_z_20d": 0.9134664162837107,
"sector_code": 0.2863782788771284,
"market_ret_1d_lag": 0.0006297079118320088,
"market_ret_5d_lag": 0.0041547514374490275,
"sector_ret_1d_lag": 0.0008193551641604897,
"sector_ret_5d_lag": 0.0056375516939092185,
"beta_market_60d": 1.3920874921870132,
"beta_sector_60d": 1.1672672796791717
},
"std": {
"source_sentiment_score": 0.5201509712378972,
"sentiment_abs_score": 0.24518661201000214,
"site_benzinga": 0.4742223620414734,
"site_globenewswire": 0.1622639149427414,
"site_yahoo_finance": 0.39877045154571533,
"site_marketwatch": 0.034571390599012375,
"text_char_len": 0.02897312119603157,
"title_char_len": 0.08457622677087784,
"is_after_close": 0.23988670110702515,
"is_premarket": 0.49781903624534607,
"is_market_hours": 0.4998154640197754,
"published_hour_sin": 0.663528323173523,
"published_hour_cos": 0.6042951941490173,
"ret_1d_lag": 0.043107957015871196,
"ret_5d_lag": 0.10119434487495654,
"ret_20d_lag": 0.19046219546936188,
"vol_5d": 0.03433107463832683,
"vol_20d": 0.025843168460955513,
"vol_60d": 0.03346308394931953,
"vol_ratio_5_20": 0.368944284961192,
"drawdown_20d": 0.09463532321589767,
"volume_z_20d": 2.680127570980756,
"sector_code": 0.266243410025217,
"market_ret_1d_lag": 0.009415043142061333,
"market_ret_5d_lag": 0.020352265466718426,
"sector_ret_1d_lag": 0.016764466116674252,
"sector_ret_5d_lag": 0.04006510290929962,
"beta_market_60d": 0.6201234265286986,
"beta_sector_60d": 0.5781415112568552
}
}