Run
573027

Run 573027

Task 3805 (Supervised Classification) chscase_health 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
0.6603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6601
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.32
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.9231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.34
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
50
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6608
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.66
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.66
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1671
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.02
UserCPU time millis testing
3.26
UserCPU time millis training
11.76