Run
521881

Run 521881

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_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
0.5751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1956
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2773.4589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2605
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1113
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.794
UserCPU time millis testing
0.341
UserCPU time millis training
9.453