Run
1671207

Run 1671207

Task 103051 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2391 Uploaded 20-07-2016 by Noureddin Sadawi
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Flow

mlr.regr.penalized.ridge(2)Learner mlr.regr.penalized.ridge from package(s) !penalized.

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.

7 Evaluation measures

Mean absolute error
0.6444 ± 0.2131
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
0.6654 ± 0.2109
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
45
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.9685 ± 0.1458
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
0.8365 ± 0.3087
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
0.8396 ± 0.3319
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
1.0038 ± 0.1273
Cross-validation details (Custom 10-fold Crossvalidation)