Run
1852013

Run 1852013

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gbm.preproc(4)Learner mlr.classif.gbm.preproc from package(s) gbm.
mlr.classif.gbm.preproc(4)_keep.dataFALSE
mlr.classif.gbm.preproc(4)_openml.seed1
mlr.classif.gbm.preproc(4)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc(4)_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
0.9375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.31
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.2
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.3169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9867
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9872
Cross-validation details (10-fold Crossvalidation)