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2.5.1.3 Recall
ОглавлениеThe recall of the model is calculated using the equation given below.
Figure 2.4 Precision: Model-I vs Model-II.
Table 2.3 Precision of the model.
Health status | Model 1 | Model 2 | ||
---|---|---|---|---|
Precision:Phase-I | Precision:Phase-II | Precision:Phase-I | Precision:Phase-II | |
Sleep | 95.5555556 | 97.826087 | 95.6043956 | 97.8723404 |
Smoke | 95.6989247 | 95.8333333 | 95.8333333 | 97.8947368 |
Drink | 95.5555556 | 97.8723404 | 97.8947368 | 98.9473684 |
Screen | 96.7032967 | 97.8494624 | 97.826087 | 96.8421053 |
Calories | 97.3494624 | 97.9381443 | 97.8494624 | 98.9690722 |
Table 2.4 Recall of the model.
Health status | Model 1 | Model 2 | ||
---|---|---|---|---|
Recall:Phase-I | Recall:Phase-II | Recall:Phase-I | Recall:Phase-II | |
Sleep | 93.4782609 | 94.7368421 | 94.5652174 | 95.8333333 |
Smoke | 95.6989247 | 97.8723404 | 97.8723404 | 97.8947368 |
Drink | 93.4782609 | 96.8421053 | 97.8947368 | 98.9473684 |
Screen | 95.6521739 | 95.7894737 | 95.7446809 | 97.8723404 |
Calories | 95.78941737 | 98.9583333 | 96.8085106 | 98.9690722 |
Figure 2.5 Recall: Model-I vs Model-II.
Table 2.4 shows the Recall comparison between the model-1 and model-2.
Figure 2.5 shows the Recall comparison between the two models which are proposed in this chapter and it is observed the model-II gives more accuracy than the model-I.