Run
1858271

Run 1858271

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)_alpha0.857876632828265
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0212533898555936
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
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6202
Cross-validation details (10-fold Crossvalidation)
KB relative information score
447.3344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2701
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
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7304
Cross-validation details (10-fold Crossvalidation)