Run
519399

Run 519399

Task 9902 (Supervised Classification) autoUniv-au6-1000 Uploaded 04-02-2016 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
0.5463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0971
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.5167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2147
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9228
Cross-validation details (10-fold Crossvalidation)
Recall
0.279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2958
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.667
UserCPU time millis testing
0.079
UserCPU time millis training
0.588