Run
521298

Run 521298

Task 9892 (Supervised Classification) nursery Uploaded 06-02-2016 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
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10248.945
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0636
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8728
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6105
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.659
UserCPU time millis testing
0.198
UserCPU time millis training
0.461