DEVELOPMENT... OpenML
Run
34178

Run 34178

Task 4359 (Supervised Classification) fri_c1_100_10 Uploaded 18-10-2014 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
0.8931
Per class
Build CPU time
0.1574
Build memory
49281150.64
F measure
0.7998
Per class
Kappa
0.5988
KB relative information score
463.4345
Mean absolute error
0.2821
Mean prior absolute error
0.4982
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8078
Per class
Predictive accuracy
0.802
Prior entropy
0.9975
Recall
0.802
Per class
Relative absolute error
0.5662
Root mean prior squared error
0.4991
Root mean squared error
0.3635
Root relative squared error
0.7284
SciMark benchmark
946.3093