DEVELOPMENT... OpenML
Run
33575

Run 33575

Task 3687 (Supervised Classification) cal_housing Uploaded 15-10-2014 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
0.9522
Per class
Build CPU time
4736.0957
Build memory
2457945591.2
F measure
0.8825
Per class
Kappa
0.7547
KB relative information score
13009.3107
Mean absolute error
0.1942
Mean prior absolute error
0.4824
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
0.8854
Per class
Predictive accuracy
0.8839
Prior entropy
0.9745
Recall
0.8839
Per class
Relative absolute error
0.4026
Root mean prior squared error
0.4911
Root mean squared error
0.2923
Root relative squared error
0.5952
SciMark benchmark
943.3135