Run
1851099

Run 1851099

Task 11 (Supervised Classification) balance-scale Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.earth.preproc(1)Learner mlr.classif.earth.preproc from package(s) !earth.
mlr.classif.earth.preproc(1)_openml.seed1
mlr.classif.earth.preproc(1)_openml.kindMersenne-Twister
mlr.classif.earth.preproc(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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
439.7114
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0798
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2101
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4705
Cross-validation details (10-fold Crossvalidation)
Total cost