Run
1815502

Run 1815502

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.glmnet.preproc.preproc.tuned(60)Learner mlr.classif.glmnet.preproc.preproc.tuned from package(s) glmnet.
mlr.classif.glmnet.preproc.preproc.tuned(60)_openml.seed1
mlr.classif.glmnet.preproc.preproc.tuned(60)_openml.kindMersenne-Twister
mlr.classif.glmnet.preproc.preproc.tuned(60)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8176
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1310.3693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0036
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
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6041
Cross-validation details (10-fold Crossvalidation)