Rede Neurais

Conjunto I

ii)

Correctly Classified Instances 785 52.3333 %

Incorrectly Classified Instances 715 47.6667 %

Kappa statistic 0

Mean absolute error 0.4968

Root mean squared error 0.5014

Relative absolute error 99.5835 %

Root relative squared error 100.396 %

Total Number of Instances 1500

6 neurônios

iii)

Correctly Classified Instances 1382 92.1333 %

Incorrectly Classified Instances 118 7.8667 %

Kappa statistic 0.8415

Mean absolute error 0.1195

Root mean squared error 0.2546

Relative absolute error 23.9477 %

Root relative squared error 50.9837 %

Total Number of Instances 1500

6 neurônios

Correctly Classified Instances 1387 92.4667 %

Incorrectly Classified Instances 113 7.5333 %

Kappa statistic 0.8484

Mean absolute error 0.1166

Root mean squared error 0.2472

Relative absolute error 23.3804 %

Root relative squared error 49.5003 %

Total Number of Instances 1500

11 neurônios

iv)

Épocas = 1

Correctly Classified Instances 1326 88.4 %

Incorrectly Classified Instances 174 11.6 %

Kappa statistic 0.7654

Mean absolute error 0.2016

Root mean squared error 0.309

Relative absolute error 40.4018 %

Root relative squared error 61.8687 %

Total Number of Instances 1500

6 neurônios

Épocas = 100

Correctly Classified Instances 1372 91.4667 %

Incorrectly Classified Instances 128 8.5333 %

Kappa statistic 0.828

Mean absolute error 0.1375

Root mean squared error 0.2628

Relative absolute error 27.5556 %

Root relative squared error 52.6205 %

Total Number of Instances 1500

6 neurônios

Épocas = 1000

Correctly Classified Instances 1385 92.3333 %

Incorrectly Classified Instances 115 7.6667 %

Kappa statistic 0.8455

Mean absolute error 0.1146

Root mean squared error 0.2538

Relative absolute error 22.9713 %

Root relative squared error 50.8223 %

Total Number of Instances 1500

6 neurônios

v)

Correctly Classified Instances 515 89.2548 %

Incorrectly Classified Instances 62 10.7452 %

Kappa statistic 0.7829

Mean absolute error 0.1426

Root mean squared error 0.2927

Relative