Run
572974

Run 572974

Task 3795 (Supervised Classification) fri_c4_100_50 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
0.7419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.9868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.44
UserCPU time millis testing
9.37
UserCPU time millis training
20.07