Run
573035

Run 573035

Task 3915 (Supervised Classification) kc3 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
0.5008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.4977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1441
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
31.59
UserCPU time millis testing
8.29
UserCPU time millis training
23.3