Run
513120

Run 513120

Task 9973 (Supervised Classification) leaf 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
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5019
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.6627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0314
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.5294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9871
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.418
UserCPU time millis testing
0.083
UserCPU time millis training
0.335