DEVELOPMENT... OpenML
Run
34591

Run 34591

Task 4413 (Supervised Classification) house_8L Uploaded 19-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9365
Per class
Build CPU time
4168.7995
Build memory
517119815.9999
F measure
0.8815
Per class
Kappa
0.7079
KB relative information score
133287.4905
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
0.2916
Root relative squared error
0.6388
SciMark benchmark
936.6918