Run
1815173

Run 1815173

Task 2 (Supervised Classification) anneal Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.glmnet.preproc.preproc.tuned(1)Learner mlr.classif.glmnet.preproc.preproc.tuned from package(s) glmnet.
mlr.classif.glmnet.preproc.preproc.tuned(1)_openml.seed1
mlr.classif.glmnet.preproc.preproc.tuned(1)_openml.kindMersenne-Twister
mlr.classif.glmnet.preproc.preproc.tuned(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.

arff
Trace

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

17 Evaluation measures

Area under ROC curve
0.9566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9345
Cross-validation details (10-fold Crossvalidation)
KB relative information score
807.4324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3578
Cross-validation details (10-fold Crossvalidation)