DEVELOPMENT... OpenML
Run
32554

Run 32554

Task 4539 (Supervised Classification) mfeat-fourier 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
0.9953
Per class
Build CPU time
14.4615
Build memory
1054610504.96
F measure
0.9955
Per class
Kappa
0.9751
KB relative information score
18717.2698
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
0.9955
Per class
Predictive accuracy
0.9956
Prior entropy
0.4703
Recall
0.9956
Per class
Relative absolute error
0.0568
Root mean prior squared error
0.3
Root mean squared error
0.0624
Root relative squared error
0.2079
SciMark benchmark
944.0889