DEVELOPMENT... OpenML
Run
17439

Run 17439

Task 37 (Supervised Classification) diabetes Uploaded 08-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.RandomForest(1)_I10
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
0.8011
Per class
F measure
0.7316
Per class
Kappa
0.3996
KB relative information score
257.3377
Mean absolute error
0.2986
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7308
Per class
Predictive accuracy
0.7383
Prior entropy
0.9335
Recall
0.7383
Per class
Relative absolute error
0.6569
Root mean prior squared error
0.4766
Root mean squared error
0.419
Root relative squared error
0.879
SciMark benchmark
929.0349[556.37660137353131001.2756041035783474.68690723372646891.64624114952131721.1891477797153]