DEVELOPMENT... OpenML
Run
29684

Run 29684

Task 4539 (Supervised Classification) mfeat-fourier 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
0.9937
Per class
Build CPU time
3.6558
Build memory
1663106901.2
F measure
0.9952
Per class
Kappa
0.9734
KB relative information score
18719.2326
Mean absolute error
0.0102
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9952
Per class
Predictive accuracy
0.9953
Prior entropy
0.4703
Recall
0.9953
Per class
Relative absolute error
0.0566
Root mean prior squared error
0.3
Root mean squared error
0.0627
Root relative squared error
0.2089
SciMark benchmark
937.289