May 7, 2018
3 min read
Classification with OpenCV3 C++ (2/2)
Large data set with low variance:
original dataset:
k-nearest neighbours:
decision tree:
boosting:
random forest:
linear SVM:
rbf SVM:
sigmoid SVM:
Large data set with high variance:
original dataset:
k-nearest neighbours:
decision tree:
boosting:
random forest:
linear SVM:
rbf SVM:
sigmoid SVM:
Small data set with low variance:
original dataset:
k-nearest neighbours:
decision tree:
boosting:
random forest:
linear SVM:
rbf SVM:
sigmoid SVM:
Small data set with high variance:
original dataset:
k-nearest neighbours:
decision tree:
boosting:
random forest:
linear SVM:
rbf SVM:
sigmoid SVM:
