Run
513930

Run 513930

Task 3619 (Supervised Classification) wisconsin Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(5)_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
0.5171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.6827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4974
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9963
Cross-validation details (10-fold Crossvalidation)
Recall
0.5464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3505
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.672
UserCPU time millis testing
0.507
UserCPU time millis training
1.165