Run
1668076

Run 1668076

Task 101900 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949 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
0.7867 ± 0.1859
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
1.0162 ± 0.2071
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
130
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.7741 ± 0.2152
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
1.2498 ± 0.1855
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
1.0002 ± 0.1916
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
0.8003 ± 0.1214
Cross-validation details (Custom 10-fold Crossvalidation)