Run
510460

Run 510460

Task 3629 (Supervised Classification) fri_c0_250_10 Uploaded 27-01-2016 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
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.216
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.784
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9295
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.249
UserCPU time millis testing
0.065
UserCPU time millis training
0.184