Run
515359

Run 515359

Task 3773 (Supervised Classification) fri_c1_1000_10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(3)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(3)_err.fctce
classif.neuralnet(3)_seed1
classif.neuralnet(3)_kindMersenne-Twister
classif.neuralnet(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5426
Cross-validation details (10-fold Crossvalidation)
KB relative information score
539.1724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4743
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9566
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.702
UserCPU time millis testing
0.016
UserCPU time millis training
14.686