Run
1852123

Run 1852123

Task 9964 (Supervised Classification) semeion Uploaded 12-03-2017 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
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1311.728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0419
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1909
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6365
Cross-validation details (10-fold Crossvalidation)