DEVELOPMENT... OpenML
Run
33763

Run 33763

Task 4275 (Supervised Classification) biomed Uploaded 15-10-2014 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)_I160
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
0.9549
Per class
Build CPU time
0.7177
Build memory
233729333.5732
F measure
0.9072
Per class
Kappa
0.7959
KB relative information score
1434.8996
Mean absolute error
0.1544
Mean prior absolute error
0.4605
Number of instances
2090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9096
Per class
Predictive accuracy
0.9086
Prior entropy
0.9428
Recall
0.9086
Per class
Relative absolute error
0.3352
Root mean prior squared error
0.4797
Root mean squared error
0.2629
Root relative squared error
0.5481
SciMark benchmark
899.8348

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