Run
572335

Run 572335

Task 9986 (Supervised Classification) gas-drift Uploaded 08-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11191.1751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0571
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2748
Cross-validation details (10-fold Crossvalidation)
Number of instances
13910
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6446
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.05
UserCPU time millis testing
0.228
UserCPU time millis training
14.822