DEVELOPMENT... OpenML
Run
35094

Run 35094

Task 4255 (Supervised Classification) analcatdata_asbestos 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
0.816
Per class
Build CPU time
0.0468
Build memory
185131811.1325
F measure
0.7854
Per class
Kappa
0.5644
KB relative information score
320.5469
Mean absolute error
0.3204
Mean prior absolute error
0.4943
Number of instances
830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7868
Per class
Predictive accuracy
0.7867
Prior entropy
0.9919
Recall
0.7867
Per class
Relative absolute error
0.6483
Root mean prior squared error
0.4971
Root mean squared error
0.4077
Root relative squared error
0.8203
SciMark benchmark
941.5756