DEVELOPMENT... OpenML
Run
18227

Run 18227

Task 37 (Supervised Classification) diabetes Uploaded 10-06-2014 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)_I80
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
0.8317
Per class
F measure
0.7636
Per class
Kappa
0.4726
KB relative information score
261.2518
Mean absolute error
0.3042
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
0.7631
Per class
Predictive accuracy
0.7682
Prior entropy
0.9335
Recall
0.7682
Per class
Relative absolute error
0.6693
Root mean prior squared error
0.4766
Root mean squared error
0.398
Root relative squared error
0.8351
SciMark benchmark
939.389[559.05146496477781010.9942233373424480.6364546036713908.64471704177161737.6180492757537]