Run
544755

Run 544755

Task 14099 (Supervised Regression) QSAR-TID-100956 Uploaded 01-04-2016 by Noureddin Sadawi
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Flow

weka.RandomForest(8)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(8)_I100
weka.RandomForest(8)_K0
weka.RandomForest(8)_S1
weka.RandomForest(8)_num-slots1

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
0.4346 ± 0.0758
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
0.6161 ± 0.1989
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
48
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.7053 ± 0.3081
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
0.7599 ± 0.2228
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
0.5098 ± 0.0952
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
0.6709 ± 0.2082
Cross-validation details (Custom 10-fold Crossvalidation)