Run
518512

Run 518512

Task 9904 (Supervised Classification) autoUniv-au6-750 Uploaded 30-01-2016 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
0.5651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1304
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.7209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1763
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.2947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2847
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.342
UserCPU time millis testing
0.056
UserCPU time millis training
0.286