GitHub - andreiolariu/kaggle-insults: Repo for the Insults Detection challenge on Kaggle.com

andreiolariu / kaggle-insults Public

Notifications You must be signed in to change notification settings
Fork 8
Star 11

Repo for the Insults Detection challenge on Kaggle.com

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
README		README
__init__.py		__init__.py
auc.py		auc.py
chlogreg.py		chlogreg.py
chsvm.py		chsvm.py
dictgbc.py		dictgbc.py
dictionary.py		dictionary.py
dictknn.py		dictknn.py
dictrfc.py		dictrfc.py
ensemble.py		ensemble.py
ensemblegbc.py		ensemblegbc.py
ensemblesvm.py		ensemblesvm.py
logreg.py		logreg.py
main.py		main.py
naive.py		naive.py
nlp_dict.py		nlp_dict.py
nlpdictch.py		nlpdictch.py
rfc.py		rfc.py
sgdc.py		sgdc.py
static.py		static.py
svm.py		svm.py
test.py		test.py

Repository files navigation

run code from main.py

for training, this uses train.csv and test_with_solutions.csv
test data must be in test.csv
results will be in rez.csv

code needs python 2.7, scikit-learn 0.12 (along with numpy, scipy, ..),
neurolab, nltk, maybe others :)

4gb of ram are needed
also, a fast cpu is recommended - ~30 minutes runtime on core i7