DEVELOPMENT... OpenML
Run
31246

Run 31246

Task 4565 (Supervised Classification) balance-scale Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.967
Per class
Build CPU time
0.2473
Build memory
1334564693.7114
F measure
0.8859
Per class
Kappa
0.7702
KB relative information score
4290.2782
Mean absolute error
0.1665
Mean prior absolute error
0.4969
Number of instances
6250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8862
Per class
Predictive accuracy
0.8861
Prior entropy
0.9956
Recall
0.8861
Per class
Relative absolute error
0.3351
Root mean prior squared error
0.4985
Root mean squared error
0.2711
Root relative squared error
0.5438
SciMark benchmark
944.0078