DEVELOPMENT... OpenML
Run
72149

Run 72149

Task 284 (Supervised Classification) hepatitis Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.7217
Per class
Build CPU time
0.006
Build memory
126665112
F measure
0.6944
Per class
Kappa
0.148
KB relative information score
7.1616
Mean absolute error
0.2755
Mean prior absolute error
0.3579
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.685
Per class
Predictive accuracy
0.7255
Prior entropy
0.7418
Recall
0.7255
Per class
Relative absolute error
0.7697
Root mean prior squared error
0.4381
Root mean squared error
0.4616
Root relative squared error
1.0537
SciMark benchmark
926.9727