NTHU 11310CS460200 Introduction to Machine Learning

These are all six lab homeworks of Introduction to Machine Learning at National Tsing Hua University.

Lab 1 Grip Force Prediction using Regression

Score	Basic Public	Advanced Public	Advanced Private
100	108/249	67/244	18/244

Lab 2 Mortality Prediction using Decision Tree and Random Forest

Score	Advanced Public	Advanced Private
98	116/247	70/247

Lab 3 Linear Classification

Score	Perceptron	LDA	LDAMAP
100	7/244	7/244	40/244

Lab 4 Neural Network

Score	Basic Reg	Basic B.C. Public	Basic B.C. Private	Advanced Public	Advanced Private
98	5/245	197/238	189/238	81/240	63/240

Lab 5 Convolutional Neural Network

Score	Public	Private
96.5	105/235	184/235

Lab 6 Recurrent Neural Network

Score	Sinusoidal wave	Activity classification Public	Activity classification Private
100	26/241	28/236	25/236