DEVELOPMENT... OpenML
Run
73395

Run 73395

Task 3884 (Supervised Classification) page-blocks Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8499
Per class
Build CPU time
0.1757
Build memory
813387159.6638
F measure
0.9436
Per class
Kappa
0.6817
KB relative information score
3285.3893
Mean absolute error
0.0553
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9427
Per class
Predictive accuracy
0.9457
Prior entropy
0.4768
Recall
0.9457
Per class
Relative absolute error
0.3006
Root mean prior squared error
0.3031
Root mean squared error
0.2247
Root relative squared error
0.7413
SciMark benchmark
940.6012