Skip to content

lulu-meng/Classification

Repository files navigation

Classification

Data Mining Project 2

  • data_preprocessing: load the data from txt file, use one-hot encoding to deal with string feature and normalize continuous value.

  • cross_vali: do 10 fold cross validation and print out accuracy, precision, recall, f1

  • knn/naive_bayes/svm/decision_tree/decision_tree_boosted/random_forest: classifiers, run by command line "python xxx.py" and get 10-fold cross validation result of each dataset

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages