Run
523789

Run 523789

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.6432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18782.5023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3049
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1899
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.165
UserCPU time millis testing
0.112
UserCPU time millis training
3.053