DEVELOPMENT... OpenML
Run
34420

Run 34420

Task 4400 (Supervised Classification) fri_c2_250_10 Uploaded 19-10-2014 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
0.9396
Per class
Build CPU time
0.4877
Build memory
455074408.32
F measure
0.8955
Per class
Kappa
0.7723
KB relative information score
1657.3354
Mean absolute error
0.1666
Mean prior absolute error
0.4633
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8968
Per class
Predictive accuracy
0.8968
Prior entropy
0.9468
Recall
0.8968
Per class
Relative absolute error
0.3596
Root mean prior squared error
0.4812
Root mean squared error
0.2834
Root relative squared error
0.5891
SciMark benchmark
938.8642