'Cs stanford edu people' presentation slideshows

Soft Large Margin classifiers

597 views • 38 slides

Classification / Regression Support Vector Machines

Classification / Regression Support Vector Machines. Support vector machines. Topics SVM classifiers for linearly separable classes SVM classifiers for non-linearly separable classes SVM classifiers for nonlinear decision boundaries kernel functions Other applications of SVMs Software.

516 views • 32 slides

Image classification

Image classification. Given the bag-of-features representations of images from different classes, how do we learn a model for distinguishing them?. Classifiers. Learn a decision rule assigning bag-of-features representations of images to different classes. Decision boundary. Zebra. Non-zebra.

421 views • 27 slides

Machine Learning

Machine Learning. ???. ?????? 12 ? IT ????????? ???????. Outline. Linear regression Multivariance Linear Regression Logistic regression Linear Regression with regularization Regularized Logistic Regression. Authors ?. ????? Andrew Ng ???? (http://cs.stanford.edu/people/ang/)

356 views • 14 slides