** Classifer 1 - Gaussian Naive Bayes**
| Training Set Size | Training Time | Prediction Time (test) | F1 Score (train) | F1 Score (test) |
|---|---|---|---|---|
| 100 | .0016 | .0011 | .3059 | .3664 |
| 200 | .0015 | .0007 | .7956 | .7331 |
| 300 | .0017 | .0005 | .8088 | .7500 |
** Classifer 2 - Decision Tree Classifier?**
| Training Set Size | Training Time | Prediction Time (test) | F1 Score (train) | F1 Score (test) |
|---|---|---|---|---|
| 100 | .0014 | .0003 | 1.000 | .6613 |
| 200 | .0031 | .0002 | 1.000 | .7373 |
| 300 | .0046 | .0002 | 1.000 | .7241 |
** Classifer 3 - SVC Support Vector Classification**
| Training Set Size | Training Time | Prediction Time (test) | F1 Score (train) | F1 Score (test) |
|---|---|---|---|---|
| 100 | .0035 | .0049 | .8727 | .7801 |
| 200 | .0092 | .0066 | .8746 | .7742 |
| 300 | .0193 | .0047 | .8692 | .7586 |