Run
519370

Run 519370

Task 10099 (Supervised Classification) PieChart3 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
0.5892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
104.9256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7015
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1859
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.399
UserCPU time millis testing
0.068
UserCPU time millis training
0.331