Run
1858245

Run 1858245

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 27-03-2017 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)_alpha0.80845733336173
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.00147029502776178
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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
607.1994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1968
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6637
Cross-validation details (10-fold Crossvalidation)