Run
537872

Run 537872

Task 36 (Supervised Classification) segment 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)_cp0.0946
classif.rpart(39)_maxdepth21
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
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1845.9364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.659
Cross-validation details (10-fold Crossvalidation)