Run
1675502

Run 1675502

Task 100976 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4158 Uploaded 22-07-2016 by Noureddin Sadawi
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Flow

mlr.regr.randomForest(2)Learner mlr.regr.randomForest from package(s) randomForest.

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
0.5037
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
0.9685
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
176
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.5201
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
1.0954
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
0.6868
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
0.627
Cross-validation details (Custom 10-fold Crossvalidation)