DEVELOPMENT... OpenML
Run
22564

Run 22564

Task 37 (Supervised Classification) diabetes Uploaded 22-06-2014 by Felicia West
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.6701
Per class
F measure
0.7038
Per class
Kappa
0.3444
KB relative information score
250.2635
Mean absolute error
0.2943
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
0.7024
Per class
Predictive accuracy
0.7057
Prior entropy
0.9335
Recall
0.7057
Per class
Relative absolute error
0.6475
Root mean prior squared error
0.4766
Root mean squared error
0.5425
Root relative squared error
1.1381
SciMark benchmark
905.9011[541.85790159175761013.1204302006943483.6674820550281912.43991219425081578.4200211333489]