Run
1811148

Run 1811148

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
268.4572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.23
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.77
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9614
Cross-validation details (10-fold Crossvalidation)