DEVELOPMENT... OpenML
Run
34928

Run 34928

Task 4413 (Supervised Classification) house_8L Uploaded 21-10-2014 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
0.9333
Per class
Build CPU time
1753.4211
Build memory
2747985539.6799
F measure
0.8814
Per class
Kappa
0.7078
KB relative information score
133264.2302
Mean absolute error
0.1832
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8865
Per class
Predictive accuracy
0.8859
Prior entropy
0.8764
Recall
0.8859
Per class
Relative absolute error
0.4395
Root mean prior squared error
0.4565
Root mean squared error
0.2919
Root relative squared error
0.6394
SciMark benchmark
945.5736