DEVELOPMENT... OpenML
Run
26779

Run 26779

Task 3848 (Supervised Classification) squash-unstored Uploaded 08-10-2014 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)_I20
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
0.8854
Per class
Build CPU time
0.0145
Build memory
63744388.1538
F measure
0.748
Per class
Kappa
0.4925
KB relative information score
20.8065
Mean absolute error
0.3138
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7512
Per class
Predictive accuracy
0.75
Prior entropy
0.996
Recall
0.75
Per class
Relative absolute error
0.6312
Root mean prior squared error
0.4985
Root mean squared error
0.3772
Root relative squared error
0.7566
SciMark benchmark
945.5765