Run
519627

Run 519627

Task 36 (Supervised Classification) segment Uploaded 05-02-2016 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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2104.9486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9177
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.32
UserCPU time millis testing
0.035
UserCPU time millis training
0.285