DEVELOPMENT... OpenML
Run
30903

Run 30903

Task 1934 (Supervised Classification) hepatitis Uploaded 13-10-2014 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)_I80
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
0.8406
Per class
Build CPU time
0.092
Build memory
729004327.1226
F measure
0.8093
Per class
Kappa
0.3852
KB relative information score
343.1889
Mean absolute error
0.2363
Mean prior absolute error
0.3299
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8061
Per class
Predictive accuracy
0.8232
Prior entropy
0.7418
Recall
0.8232
Per class
Relative absolute error
0.7163
Root mean prior squared error
0.4048
Root mean squared error
0.348
Root relative squared error
0.8597
SciMark benchmark
943.794