DEVELOPMENT... OpenML
Run
29453

Run 29453

Task 4486 (Supervised Classification) fri_c4_250_50 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
0.8901
Per class
Build CPU time
0.3804
Build memory
1016598531.6
F measure
0.8294
Per class
Kappa
0.6561
KB relative information score
1234.0372
Mean absolute error
0.2697
Mean prior absolute error
0.4968
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8319
Per class
Predictive accuracy
0.8304
Prior entropy
0.9955
Recall
0.8304
Per class
Relative absolute error
0.5428
Root mean prior squared error
0.4984
Root mean squared error
0.3567
Root relative squared error
0.7157
SciMark benchmark
942.9393

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