DEVELOPMENT... OpenML
Run
28996

Run 28996

Task 54 (Supervised Classification) hepatitis Uploaded 10-10-2014 by Felicia West
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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
0.8272
Per class
Build CPU time
0.0538
Build memory
255853864.3613
F measure
0.8122
Per class
Kappa
0.4076
KB relative information score
32.1963
Mean absolute error
0.2404
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8081
Per class
Predictive accuracy
0.8194
Prior entropy
0.7418
Recall
0.8194
Per class
Relative absolute error
0.7287
Root mean prior squared error
0.4048
Root mean squared error
0.3539
Root relative squared error
0.8743
SciMark benchmark
905.4799