Run
1851899

Run 1851899

Task 3918 (Supervised Classification) pc1 Uploaded 12-03-2017 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
0.6818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12.9909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8042
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9483
Cross-validation details (10-fold Crossvalidation)
Total cost