DEVELOPMENT... OpenML
Run
34184

Run 34184

Task 3848 (Supervised Classification) squash-unstored 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
0.8884
Per class
Build CPU time
0.1482
Build memory
72561586.3077
F measure
0.808
Per class
Kappa
0.6154
KB relative information score
21.5284
Mean absolute error
0.311
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8107
Per class
Predictive accuracy
0.8077
Prior entropy
0.996
Recall
0.8077
Per class
Relative absolute error
0.6257
Root mean prior squared error
0.4985
Root mean squared error
0.3726
Root relative squared error
0.7474
SciMark benchmark
945.8976