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"scores": {
"brier_score": 0.00741662062575189,
"log_loss": 0.043924229214687215,
"roc_auc": 0.6249060470902681
},
"concedes": {
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"log_loss": 0.04137033283117246,
"roc_auc": 0.5651033065418403
},
"config": {
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"max_depth": 3,
"learning_rate": 0.1,
"nb_prev_actions": 3,
"n_features": 145,
"feature_names": [
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"actiontype_freekick_crossed_a0",
"actiontype_freekick_short_a0",
"actiontype_corner_crossed_a0",
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"actiontype_take_on_a0",
"actiontype_foul_a0",
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"actiontype_interception_a0",
"actiontype_shot_a0",
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"actiontype_shot_freekick_a0",
"actiontype_keeper_save_a0",
"actiontype_keeper_claim_a0",
"actiontype_keeper_punch_a0",
"actiontype_keeper_pick_up_a0",
"actiontype_clearance_a0",
"actiontype_bad_touch_a0",
"actiontype_non_action_a0",
"actiontype_dribble_a0",
"actiontype_goalkick_a0",
"actiontype_pass_a1",
"actiontype_cross_a1",
"actiontype_throw_in_a1",
"actiontype_freekick_crossed_a1",
"actiontype_freekick_short_a1",
"actiontype_corner_crossed_a1",
"actiontype_corner_short_a1",
"actiontype_take_on_a1",
"actiontype_foul_a1",
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"actiontype_shot_freekick_a1",
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"bodypart_foot_a0",
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"start_x_a0",
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"start_dist_to_goal_a2",
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"end_dist_to_goal_a2",
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"dx_a0",
"dy_a0",
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"dx_a2",
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"team_1",
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"time_delta_1",
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],
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"n_test_games": 1118,
"n_train_samples": 7797891,
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"hf_dataset_commit": "1e4fb3bb9cbfcc11c8c87f14305428e8f750fe60"
},
"elapsed_seconds": 1311.963861305001,
"rate_usd_per_hour": 0.01,
"estimated_cost_usd": 0.0036443440591805588,
"workflow_id": "wf-vaep",
"workflow_phase": "training",
"row_count": 9756210
} |