Run
8799

Run 8799

Task 37 (Supervised Classification) diabetes Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I33
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.

19 Evaluation measures

Area under ROC curve
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.48
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3039
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.5313[562.11430287262971015.7907504114269482.7975877024999908.95975824819551767.9939646936223]