Run
1811136

Run 1811136

Task 3736 (Supervised Classification) boston Uploaded 07-08-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ctree.bagged(4)Learner mlr.classif.ctree.bagged from package(s) party.
mlr.classif.ctree.bagged(4)_bw.iters100
mlr.classif.ctree.bagged(4)_openml.seed1
mlr.classif.ctree.bagged(4)_openml.kindMersenne-Twister
mlr.classif.ctree.bagged(4)_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.

17 Evaluation measures

Area under ROC curve
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
372.1882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7223
Cross-validation details (10-fold Crossvalidation)