Run
1852048

Run 1852048

Task 9956 (Supervised Classification) one-hundred-plants-texture 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
0.8893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
899.7444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.4065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0372
Cross-validation details (10-fold Crossvalidation)