Run
1687459

Run 1687459

Task 108570 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL246 Uploaded 22-07-2016 by Noureddin Sadawi
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Flow

metasqar.deeplrn (1)Code to run H2O through MLR. https://github.com/meta-QSAR/rmetaqsar/blob/master/fnc-deeplrn.R

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
0.6038 ± 0.0523
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
0.9914 ± 0.0423
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
1431
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.609 ± 0.0399
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
1.2494 ± 0.0443
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
0.7968 ± 0.0728
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
0.6377 ± 0.045
Cross-validation details (Custom 10-fold Crossvalidation)