DEVELOPMENT... OpenML
Run
32012

Run 32012

Task 3658 (Supervised Classification) fri_c3_250_10 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)_I160
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
0.9573
Per class
Build CPU time
0.3007
Build memory
597441019.2
F measure
0.8877
Per class
Kappa
0.7737
KB relative information score
167.0137
Mean absolute error
0.1788
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8885
Per class
Predictive accuracy
0.888
Prior entropy
0.9955
Recall
0.888
Per class
Relative absolute error
0.3599
Root mean prior squared error
0.4984
Root mean squared error
0.2796
Root relative squared error
0.561
SciMark benchmark
947.2568

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