DEVELOPMENT... OpenML
Run
70063

Run 70063

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)_I80
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
0.7439
Per class
Build CPU time
0.02
Build memory
182072816
F measure
0.6641
Per class
Kappa
0.059
KB relative information score
8.0676
Mean absolute error
0.2711
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
0.6479
Per class
Predictive accuracy
0.7059
Prior entropy
0.7418
Recall
0.7059
Per class
Relative absolute error
0.7573
Root mean prior squared error
0.4381
Root mean squared error
0.4354
Root relative squared error
0.9938
SciMark benchmark
938.3567