Run
513828

Run 513828

Task 9925 (Supervised Classification) volcanoes-a3 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
0.661
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.4737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0465
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.214
UserCPU time millis testing
0.038
UserCPU time millis training
0.176