football-play-caller / model_features.json
ad-fletcher
Deploy adversarial football environment with OpenEnv 0.2.1
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{
"numeric_features": [
"quarter",
"down",
"yardsToGo",
"gameClock_seconds",
"absoluteYardlineNumber",
"isDropback",
"passRushers",
"score_diff",
"is_third_down_long",
"red_zone"
],
"categorical_features": [
"offenseFormation",
"receiverAlignment",
"playType",
"pff_runConceptPrimary",
"defFormation",
"pff_passCoverage",
"pff_manZone",
"designedPass"
],
"feature_cols": [
"quarter",
"down",
"yardsToGo",
"gameClock_seconds",
"absoluteYardlineNumber",
"isDropback",
"passRushers",
"score_diff",
"is_third_down_long",
"red_zone",
"offenseFormation_enc",
"receiverAlignment_enc",
"playType_enc",
"pff_runConceptPrimary_enc",
"defFormation_enc",
"pff_passCoverage_enc",
"pff_manZone_enc",
"designedPass_enc"
],
"categorical_indices": [
10,
11,
12,
13,
14,
15,
16,
17
],
"outcome_mapping": {
"0": "fumble_lost",
"1": "interception",
"2": "normal",
"3": "touchdown"
},
"quantile_levels": [
0.1,
0.25,
0.5,
0.75,
0.9
],
"outcome_regressor_types": {
"normal": "quantile",
"touchdown": "quantile",
"interception": "quantile",
"fumble_lost": "quantile"
}
}