Run
1671185

Run 1671185

Task 102933 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2111344 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
0.4888 ± 0.1618
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
0.7919 ± 0.2815
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
54
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.6172 ± 0.2394
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
1.0386 ± 0.3394
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
0.6378 ± 0.1966
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
0.6141 ± 0.2885
Cross-validation details (Custom 10-fold Crossvalidation)