Research Article
A Comparative Study between Time Series and Machine Learning Technique to Predict Dengue Fever in Dhaka City
Table 4
Neural network (NN) model summary.
| | NN model | No. of hidden layers | Error | Reached threshold | No. of steps | Intercept to death rate | MSE |
| | 01 | 2 | 0.038343793 | 0.007615885 | 34 | −0.5539194 | 9.595425e − 05 | | 02 | 3 | 0.037716768 | 0.008192294 | 18 | −0.1344737 | 9.438562e − 05 | | 03 | 4 | 0.037819377 | 0.007104795 | 35 | 0.9738258 | 9.464192e − 05 | | 04 | 5 | 0.003032557 | 0.006657467 | 108 | 0.6125604 | 7.588889e − 06 | | 05 | 6 | 0.036256963 | 0.004186631 | 26 | −0.450084 | 9.073202e − 05 | | 06 | 7 | 0.036203 | 0.006081397 | 21 | −0.8248353 | 9.059683e − 05 | | 07 | 8 | 0.020008 | 0.007218883 | 74 | −1.4371331 | 5.007037e − 05 |
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