Run
572782

Run 572782

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(6)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(6)_outputsoftmax
classif.nnTrain(6)_openml.seed1
classif.nnTrain(6)_openml.kindMersenne-Twister
classif.nnTrain(6)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
498.3281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.7942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6919
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.632
UserCPU time millis testing
3.059
UserCPU time millis training
21.573