Run
523327

Run 523327

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35860.0823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0853
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4131
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.157
UserCPU time millis testing
0.173
UserCPU time millis training
1.984