Artificial Intelligence

Model performs poorly on all data Model performs well on training but poorly on test data Model takes too long to train Model uses too much memory

Softmax Tanh Sigmoid ReLU

Connected Neural Network Computed Neural Network Core Neural Network Convolutional Neural Network

Prevent overfitting Reduce memory usage Speed up training Increase accuracy

Decision Tree SVM Transformer Random Forest