Data Mining

SVM^light is an implementation of Support Vector Machines (SVMs) in C. The author Thorsten Joachims designed a special input format to represent training/test data. It is also widely used by a lot of other programs.

Here is a brief introduction of the input format.

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By Yu, 7 years2 years ago

Code

Collaborative Filtering

Collaborative Filtering, 协同过滤是推荐系统(Recommender System)中最常见的一种手法,它之于推荐系统,就好像TF-IDF之于信息检索. (more…)

By Yu, 10 years9 months ago

Data Mining is the extraction of valuable insights and patterns from large volumes of data using statistical and machine learning methods.

Code

SVM^light format

Code

Collaborative Filtering

Data Mining

Data Mining is the extraction of valuable insights and patterns from large volumes of data using statistical and machine learning methods.

Code

SVMlight format

Code

Collaborative Filtering

SVM^light format