Package index • sdvmodels

Expected points and win probability

Score a game state. Load each raw vector with xgboost::xgb.load.raw().

cfb_ep_model: College football expected points model
cfb_wp_spread_model: College football win probability model (with point spread)
cfb_wp_naive_model: College football win probability model (without point spread)
cfb_wp_ot_reach_model: College football overtime reach model

Kicking and fourth down

Field goals, fourth-down conversions, two point tries and punts.

cfb_fg_model: College football field goal model
cfb_fd_model: College football fourth down conversion model
cfb_two_pt_model: College football two point conversion model
cfb_punt_distribution: College football punt distance distribution
cfb_field_position_ep: College football field position expected points table

Passing and quarterback play

cfb_xpass_model: College football expected pass model
cfb_cp_model: College football completion probability model
cfb_cp_air_yards_model: College football completion probability model with air yards
cfb_qbr_model: College football quarterback rating model

Model cards and the bundle manifest

What each model is, how it was trained, and the feature contract it expects.

cfb_model_cards: College football model cards
cfb_model_manifest: College football model bundle manifest

Package

cfb_model(): Load a college football model as an 'xgboost' booster
sdvmodels sdvmodels-package: sdvmodels: Models for the 'SportsDataverse' Packages