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| --------- survived ~ C(pclass) + C(title) + C(sex) + fare + age + sibsp + parch + C(embarked) --------- | |
| Logistic Regression: 0.518866276531 | |
| Support Vector Machines: 0.554240545026 | |
| ExtraTree Classifier: 0.520438466242 | |
| Random Forest: 0.51729408682 | |
| Gradient Boosting: 0.516507991964 | |
| --------- survived ~ fare + C(pclass) + C(sex) --------- | |
| Logistic Regression: 0.516507991964 | |
| Support Vector Machines: 0.523582845663 | |
| ExtraTree Classifier: 0.518080181675 | |
| Random Forest: 0.513363612543 | |
| Gradient Boosting: 0.514935802253 | |
| --------- survived ~ C(pclass) + C(sex) + age + sibsp + C(embarked) --------- | |
| Logistic Regression: 0.521224561097 | |
| Support Vector Machines: 0.526727225085 | |
| ExtraTree Classifier: 0.515721897109 | |
| Random Forest: 0.513363612543 | |
| Gradient Boosting: 0.511005327976 | |
| --------- survived ~ fare + C(sex) + C(pclass) + age --------- | |
| Logistic Regression: 0.519652371386 | |
| Support Vector Machines: 0.54480740676 | |
| ExtraTree Classifier: 0.510219233121 | |
| Random Forest: 0.510219233121 | |
| Gradient Boosting: 0.512577517687 | |
| --------- survived ~ fare + C(sex) + C(pclass) --------- | |
| Logistic Regression: 0.516507991964 | |
| Support Vector Machines: 0.523582845663 | |
| ExtraTree Classifier: 0.519652371386 | |
| Random Forest: 0.511005327976 | |
| Gradient Boosting: 0.514935802253 | |
| --------- survived ~ fare + C(sex) + C(pclass) + C(title) + age --------- | |
| Logistic Regression: 0.518080181675 | |
| Support Vector Machines: 0.548737881038 | |
| ExtraTree Classifier: 0.50864704341 | |
| Random Forest: 0.515721897109 | |
| Gradient Boosting: 0.514935802253 |
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