Overfitting Underfitting, High Brass, Addressing Overfitting, Logistic Regression.
overfitting. 5- Weight Decay Regularization using Lp norm (1/2) 6- Bagging ensemble methods (reduces variance) 7- Data augmentation (More N can estimate params better) 9- Reduce model complexity: hyperparams of basis functions (Guassian var for example) 10- Model architechture, #Hidden units /