This notebook is a solution of Titnac challenge as part of DSC-UJ competition.
November 2020.
This notebook contains multiple models' results, their results are explained in the following table, ordered from highest to lowest. The highest achieved accuracy rate is 85.47%.
| Model | Accuracy |
|---|---|
| DecisionTreeClassifier | 85.47% |
| RandomForestClassifier | 84.92% |
| LogisticRegression | 79.89% |
| SVM | 78.77% |
| Gaussian Naive Bayes | 78.77% |
| KNeighborsClassifier | 73.18% |