College football win probability model (with point spread)

College football win probability model (with point spread)

Usage

cfb_wp_spread_model

Format

A raw vector representation of an 'xgboost' model (binary:logistic). Features, in order: pos_team_receives_2H_kickoff, spread_time, TimeSecsRem, adj_TimeSecsRem, ExpScoreDiff_Time_Ratio, pos_score_diff_start, down, distance, yards_to_goal, is_home, 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_spread_model)
xgboost::getinfo(model, "feature_name")
#>  [1] "pos_team_receives_2H_kickoff"     "spread_time"                     
#>  [3] "TimeSecsRem"                      "adj_TimeSecsRem"                 
#>  [5] "ExpScoreDiff_Time_Ratio"          "pos_score_diff_start"            
#>  [7] "down"                             "distance"                        
#>  [9] "yards_to_goal"                    "is_home"                         
#> [11] "pos_team_timeouts_rem_before"     "def_pos_team_timeouts_rem_before"
#> [13] "period"