Run
572990

Run 572990

Task 3796 (Supervised Classification) fri_c4_250_25 Uploaded 22-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(1)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(1)_bw.iters100
mlr.classif.rpart.bagged(1)_xval0
mlr.classif.rpart.bagged(1)_openml.seed1
mlr.classif.rpart.bagged(1)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(1)_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
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.0245
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3467
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8327
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.44
UserCPU time millis testing
6.3
UserCPU time millis training
16.14