Run
1871205

Run 1871205

Task 3485 (Supervised Classification) scene Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.136431530816481
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.152663102909921
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(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
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1005.7513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1866
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6842
Cross-validation details (10-fold Crossvalidation)