DEVELOPMENT... OpenML
Run
28663

Run 28663

Task 4361 (Supervised Classification) diabetes_numeric Uploaded 09-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
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
0.6738
Per class
Build CPU time
0.0065
Build memory
1229975550.7907
F measure
0.6514
Per class
Kappa
0.2628
KB relative information score
76.517
Mean absolute error
0.3967
Mean prior absolute error
0.4791
Number of instances
430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6518
Per class
Predictive accuracy
0.6605
Prior entropy
0.971
Recall
0.6605
Per class
Relative absolute error
0.828
Root mean prior squared error
0.4889
Root mean squared error
0.4801
Root relative squared error
0.982
SciMark benchmark
928.7658