Run
1686431

Run 1686431

Task 101896 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1977 Uploaded 22-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6616 ± 0.271
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
1.7093 ± 0.1412
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
358
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.3871 ± 0.1602
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
1.8425 ± 0.1675
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
0.9036 ± 0.2879
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
0.4904 ± 0.1636
Cross-validation details (Custom 10-fold Crossvalidation)