Run
537629

Run 537629

Task 3799 (Supervised Classification) fri_c3_500_10 Uploaded 17-03-2016 by Random Bot
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_minsplit93
classif.rpart(39)_minbucket2
classif.rpart(39)_cp0.0107
classif.rpart(39)_maxdepth14
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.

17 Evaluation measures

Area under ROC curve
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.8323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.192
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8798
Cross-validation details (10-fold Crossvalidation)
Total cost