Run
514359

Run 514359

Task 3796 (Supervised Classification) fri_c4_250_25 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.8035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.8915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8889
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.321
UserCPU time millis testing
0.098
UserCPU time millis training
0.223