Run
510281

Run 510281

Task 3692 (Supervised Classification) disclosure_x_noise 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
0.4779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-28.0362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5211
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4438
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.168
UserCPU time millis testing
0.035
UserCPU time millis training
0.133