Converted all the columns into binary ones except the age and the the passenger id.
Using that approach, I got an accuracy of 0.74.
Reverted the services usage back to the original form, and surprisingly improved the accuracy to 0.80 after Hyperparameter tuning.
| precision | recall | f1-score | support | |
|---|---|---|---|---|
| False | 0.76 | 0.82 | 0.79 | 612 |
| True | 0.83 | 0.78 | 0.80 | 692 |
| accuracy | 0.80 | |||
| macro avg | 0.80 | 0.80 | 0.80 | 1304 |
| weighted avg | 0.80 | 0.80 | 0.80 | 1304 |
| Positive | Negative | |
|---|---|---|
| True | 499 | 113 |
| False | 154 | 538 |
Rank : 1052 (Last Checked 2024-06-24 18:51:08)
Accuracy : 0.79705