Run
1851684

Run 1851684

Task 3512 (Supervised Classification) synthetic_control Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(80)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(80)_openml.seed1
mlr.classif.C50.preproc(80)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(80)_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
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
548.9335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0299
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Number of instances
600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9367
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.383
Cross-validation details (10-fold Crossvalidation)