College football overtime reach model

The probability that the game reaches overtime from the current state, used to make win probability overtime-aware.

Usage

cfb_wp_ot_reach_model

Format

A raw vector representation of an 'xgboost' model (binary:logistic). Features, in order: adj_TimeSecsRem, pos_score_diff_start, down, distance, yards_to_goal, pos_team_timeouts_rem_before, def_pos_team_timeouts_rem_before, period.

Source

The cfb_model_artifacts release of https://github.com/sportsdataverse/sportsdataverse-data.

Examples

model <- xgboost::xgb.load.raw(cfb_wp_ot_reach_model)
xgboost::getinfo(model, "feature_name")
#> [1] "adj_TimeSecsRem"                  "pos_score_diff_start"            
#> [3] "down"                             "distance"                        
#> [5] "yards_to_goal"                    "pos_team_timeouts_rem_before"    
#> [7] "def_pos_team_timeouts_rem_before" "period"