Run
516778

Run 516778

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 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
0.5922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
285.3127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2531
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2669
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.282
UserCPU time millis testing
0.067
UserCPU time millis training
0.215