Run
508033

Run 508033

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

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.6783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.1025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2217
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
0.5278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1365
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.161
UserCPU time millis testing
0.046
UserCPU time millis training
0.115