OpenML
12480

Run 12480

Task 37 (Supervised Classification) diabetes Uploaded 22-05-2014 by Joaquin Vanschoren
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weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I1
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_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.

17 Evaluation measures

Area under ROC curve
0.6674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7021
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3398
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.9739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1406
Cross-validation details (10-fold Crossvalidation)