Machine Learning, Data Science, Overfitting, Underfitting.
algorithm (model). To complicate the model, you need to add more parameters (degrees of freedom). Sometimes this means directly trying a more powerful model — one that is a priori capable of restoring more complex dependencies (SVM with different kernels instead of logistic regression). If the