Run
506866

Run 506866

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 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
0.6072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.7398
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.3679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2352
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.311
UserCPU time millis testing
0.17
UserCPU time millis training
1.141