DEVELOPMENT... OpenML
Run
33467

Run 33467

Task 3688 (Supervised Classification) houses Uploaded 14-10-2014 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
0.9986
Per class
Build CPU time
636.1251
Build memory
1374184232
F measure
0.9843
Per class
Kappa
0.968
KB relative information score
19637.5765
Mean absolute error
0.026
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9843
Per class
Predictive accuracy
0.9843
Prior entropy
0.9866
Recall
0.9843
Per class
Relative absolute error
0.053
Root mean prior squared error
0.4953
Root mean squared error
0.1082
Root relative squared error
0.2184
SciMark benchmark
947.5237