DEVELOPMENT... OpenML
Run
32900

Run 32900

Task 1786 (Supervised Classification) mfeat-zernike Uploaded 14-10-2014 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
0.9677
Per class
Build CPU time
16.2253
Build memory
1175819912
F measure
0.7519
Per class
Kappa
0.7292
KB relative information score
7273.2102
Mean absolute error
0.0731
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7501
Per class
Predictive accuracy
0.7563
Prior entropy
3.3219
Recall
0.7563
Per class
Relative absolute error
0.4063
Root mean prior squared error
0.3
Root mean squared error
0.1829
Root relative squared error
0.6098
SciMark benchmark
946.1611