DEVELOPMENT... OpenML
Run
29492

Run 29492

Task 4494 (Supervised Classification) fri_c0_500_25 Uploaded 12-10-2014 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)_I40
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
0.911
Per class
Build CPU time
0.4758
Build memory
281323850.8
F measure
0.8228
Per class
Kappa
0.6453
KB relative information score
2438.835
Mean absolute error
0.2721
Mean prior absolute error
0.4998
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8229
Per class
Predictive accuracy
0.8228
Prior entropy
0.9997
Recall
0.8228
Per class
Relative absolute error
0.5443
Root mean prior squared error
0.4999
Root mean squared error
0.3512
Root relative squared error
0.7026
SciMark benchmark
946.6401

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