Run
512173

Run 512173

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 28-01-2016 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
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
408
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7296
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.253
UserCPU time millis testing
0.094
UserCPU time millis training
0.159