Titanic

Predictions on Titanic survival dataset

titanic-insight

Shows and saves graphs that give insight on dataset

Basic classifier

Improved classifier (gradient boosting and logistic regression combined)

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
.gitignore		.gitignore
CVscoreVSdegree.pdf		CVscoreVSdegree.pdf
CVscoreVSdegree.png		CVscoreVSdegree.png
LICENSE.md		LICENSE.md
README.md		README.md
SVM_test_from_oreilly.ipynb		SVM_test_from_oreilly.ipynb
ageByGenderClassSurvival.pdf		ageByGenderClassSurvival.pdf
ageByGenderClassSurvival.png		ageByGenderClassSurvival.png
survivalByGender.pdf		survivalByGender.pdf
survivalByGender.png		survivalByGender.png
survivalByGenderClass.pdf		survivalByGenderClass.pdf
survivalByGenderClass.png		survivalByGenderClass.png
survivalByGenderClassAgeSlice.pdf		survivalByGenderClassAgeSlice.pdf
survivalByGenderClassAgeSlice.png		survivalByGenderClassAgeSlice.png
titanic_basic.py		titanic_basic.py
titanic_binomialregression.py		titanic_binomialregression.py
titanic_improved.py		titanic_improved.py
titanic_insight.py		titanic_insight.py
titanic_linearregression.py		titanic_linearregression.py
titanic_logisticregression.py		titanic_logisticregression.py
titanic_polynomialregression.py		titanic_polynomialregression.py
titanic_svm.py		titanic_svm.py
titanic_svm_nb.ipynb		titanic_svm_nb.ipynb
titanic_vote.ipynb		titanic_vote.ipynb