DEVELOPMENT... OpenML
Run
27783

Run 27783

Task 1934 (Supervised Classification) hepatitis Uploaded 08-10-2014 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)_I20
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
0.8304
Per class
Build CPU time
0.0256
Build memory
1262320152.32
F measure
0.8032
Per class
Kappa
0.3719
KB relative information score
328.4133
Mean absolute error
0.2375
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
0.7984
Per class
Predictive accuracy
0.8142
Prior entropy
0.7418
Recall
0.8142
Per class
Relative absolute error
0.7199
Root mean prior squared error
0.4048
Root mean squared error
0.3522
Root relative squared error
0.8701
SciMark benchmark
946.9084