Run
522309

Run 522309

Task 58 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 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
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3196.3787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1757
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7364
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7364
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8893
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.608
UserCPU time millis testing
0.069
UserCPU time millis training
1.539