Run
508022

Run 508022

Task 9897 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(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
0.5162
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.6933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.284
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.254
UserCPU time millis testing
0.043
UserCPU time millis training
0.211