DEVELOPMENT... OpenML
Run
34985

Run 34985

Task 1934 (Supervised Classification) hepatitis Uploaded 22-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.8211
Per class
Build CPU time
0.2544
Build memory
1447767675.231
F measure
0.8062
Per class
Kappa
0.3724
KB relative information score
334.4567
Mean absolute error
0.2382
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
0.8035
Per class
Predictive accuracy
0.8219
Prior entropy
0.7418
Recall
0.8219
Per class
Relative absolute error
0.7222
Root mean prior squared error
0.4048
Root mean squared error
0.3512
Root relative squared error
0.8675
SciMark benchmark
943.3766