Assingment

profileTJ9
ch-11algorithm_selection_template_1700848771823.xlsx

Regression

Algorithm Features R2 MAE RMSE
Linear Regression PlayType, IsRush, SeriesFirstDown, IsIncomplete, Formation, IsPass, ToGo, Down, YardLine, YardLineFixed, IsSack, IsTouchdown, IsNoPlay, IsPenalty, IsPenaltyAccepted, PenaltyYards
Bayesian
Boosted Decision Trees
Decision Forest
Neural Network

Classification

Algorithm Features Accuracy False Negatives False Positives
Two-Class Averaged Perceptron All
Two-Class Bayes Point Machine
Two-Class Boosted Decision Tree
Two-Class Decision Forest
Two-Class Decision Jungle
Two-Class Logistic Regression
Two-Class Neural Network
Two-Class Support Vector Machine