Run
1858274

Run 1858274

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 27-03-2017 by Philipp Probst
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.24938169377856
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.00162573647614824
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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
609.04
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1961
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
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6617
Cross-validation details (10-fold Crossvalidation)