Machine-Learning

ID3

An implementation of the ID3 algorithm in C++

####Input data In first row of input file there is integer N, M number of attributes and row count. In second row there is N names of attributes. In next M rows there is numbers {0, 1} separated with spaces. ####Output data Decision tree will be shown in console Logistic Regression

An implementation of the Logistic Regression algorithm with linear dependence Θ1*x1 + Θ2*x2 + ...+ Θn*xn

####Input data In first row of input file there is integer N, M number of attributes and row count. In second row there is N names of attributes. In next M rows there is numbers separated with spaces. ####Output data Cost at initial theta, cost at theta found by gradient descent and list values of theta will be shown in console