Run
1668148

Run 1668148

Task 102354 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2805 Uploaded 20-07-2016 by Noureddin Sadawi
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Flow

mlr.regr.pcr(2)Learner mlr.regr.pcr from package(s) pls.

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
0.9347 ± 3.0545
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
0.3863 ± 0.2426
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
17
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
2.42 ± 7.4982
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
0.4758 ± 0.2428
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
2.4714 ± 3.0404
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
5.1947 ± 7.4832
Cross-validation details (Custom 10-fold Crossvalidation)