Run
508061

Run 508061

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(4)_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
0.6404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4063
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.7074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1981
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
0.4138
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.228
UserCPU time millis testing
0.471
UserCPU time millis training
0.757