Run
1848574

Run 1848574

Task 3904 (Supervised Classification) jm1 Uploaded 02-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(48)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(48)_openml.seed1
mlr.classif.C50.preproc(48)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(48)_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
0.6764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
324.5908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2804
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3784
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9578
Cross-validation details (10-fold Crossvalidation)