ksashok / Text-Classifier

Classifying News Articles using SVM

Text-Classifier

Classifying News Articles with SVM. Using SVD for feature reduction.

wrangling.ipynb

Python program to read the 2 datasets and combine them. Output would be a csv file "data_final.csv"

tm_model.R

Text Mining on the data_final.csv file using the tm package. And later trying out different classifiers

svm_gpu.R

Same as tm_model but having the svm classifier to run on a GPU

data_final.csv

Combined output csv file from wrangling.ipynb