| Chart;description | |
| Titanic_decision_tree.png;An image showing a decision tree with depth = 2 where the first decision is made with the condition [] and the second with the condition []. | |
| Titanic_overfitting_mlp.png;A multi-line chart showing the overfitting of a mlp where the y-axis represents the accuracy and the x-axis represents the number of iterations ranging from 100 to 1000. | |
| Titanic_overfitting_gb.png;A multi-line chart showing the overfitting of gradient boosting where the y-axis represents the accuracy and the x-axis represents the number of estimators ranging from 2 to 2002. | |
| Titanic_overfitting_rf.png;A multi-line chart showing the overfitting of random forest where the y-axis represents the accuracy and the x-axis represents the number of estimators ranging from 2 to 2002. | |
| Titanic_overfitting_knn.png;A multi-line chart showing the overfitting of k-nearest neighbors where the y-axis represents the accuracy and the x-axis represents the number of neighbors ranging from 1 to 23. | |
| Titanic_overfitting_decision_tree.png;A multi-line chart showing the overfitting of a decision tree where the y-axis represents the accuracy and the x-axis represents the max depth ranging from 2 to 25. | |
| Titanic_overfitting_dt_acc_rec.png;A multi-line chart showing the overfitting of decision tree where the y-axis represents the performance of both accuracy and recall and the x-axis represents the max depth ranging from 2 to 25. | |
| Titanic_pca.png;A bar chart showing the explained variance ratio of [] principal components. | |
| Titanic_correlation_heatmap.png;A heatmap showing the correlation between the variables of the dataset. The variables are []. | |
| Titanic_boxplots.png;A set of boxplots of the variables []. | |
| Titanic_histograms_symbolic.png;A set of bar charts of the variables []. | |
| Titanic_mv.png;A bar chart showing the number of missing values per variable of the dataset. The variables that have missing values are: []. | |
| Titanic_class_histogram.png;A bar chart showing the distribution of the target variable []. | |
| Titanic_nr_records_nr_variables.png;A bar chart showing the number of records and variables of the dataset. | |
| Titanic_histograms_numeric.png;A set of histograms of the variables []. | |