Run
1816243

Run 1816243

Task 37 (Supervised Classification) diabetes Uploaded 16-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest(17)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(17)_ntree50
mlr.classif.randomForest(17)_openml.seed1
mlr.classif.randomForest(17)_openml.kindMersenne-Twister
mlr.classif.randomForest(17)_openml.normal.kindInversion

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
0.7367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
367.0325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2279
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
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0015
Cross-validation details (10-fold Crossvalidation)