DEVELOPMENT... OpenML
Run
111951

Run 111951

Task 267 (Supervised Classification) diabetes Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7465
Per class
Build CPU time
0.398
Build memory
583244512
F measure
0.7391
Per class
Kappa
0.4363
KB relative information score
105.8729
Mean absolute error
0.2602
Mean prior absolute error
0.4589
Number of instances
253
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7391
Per class
Predictive accuracy
0.7391
Prior entropy
0.9335
Recall
0.7391
Per class
Relative absolute error
0.567
Root mean prior squared error
0.4813
Root mean squared error
0.5007
Root relative squared error
1.0403
SciMark benchmark
919.8064