Run
1815858

Run 1815858

Task 42 (Supervised Classification) haberman Uploaded 09-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.bagged(1)Learner mlr.classif.C50.bagged from package(s) C50.
mlr.classif.C50.bagged(1)_bw.iters50
mlr.classif.C50.bagged(1)_openml.seed1
mlr.classif.C50.bagged(1)_openml.kindMersenne-Twister
mlr.classif.C50.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.

17 Evaluation measures

Area under ROC curve
0.5936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.3808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1444
Cross-validation details (10-fold Crossvalidation)