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Run
19894

Run 19894

Task 37 (Supervised Classification) diabetes Uploaded 17-06-2014 by Felicia West
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I40
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(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
0.8292
Per class
F measure
0.7624
Per class
Kappa
0.4714
KB relative information score
260.2408
Mean absolute error
0.3045
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
0.7613
Per class
Predictive accuracy
0.7656
Prior entropy
0.9335
Recall
0.7656
Per class
Relative absolute error
0.6701
Root mean prior squared error
0.4766
Root mean squared error
0.3991
Root relative squared error
0.8372
SciMark benchmark
938.882[566.3119101318733968.3190948569795484.10363182779514910.53839766977511765.1369023070451]