Run
1858265

Run 1858265

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)_alpha0.405778131214902
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.122372606790655
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
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
266.3416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3481
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
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8281
Cross-validation details (10-fold Crossvalidation)