DEVELOPMENT... OpenML
Run
28521

Run 28521

Task 1786 (Supervised Classification) mfeat-zernike Uploaded 09-10-2014 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)_I20
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
0.9614
Per class
Build CPU time
2.2347
Build memory
2157817134.4
F measure
0.7445
Per class
Kappa
0.7208
KB relative information score
7228.4753
Mean absolute error
0.0734
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
0.742
Per class
Predictive accuracy
0.7487
Prior entropy
3.3219
Recall
0.7487
Per class
Relative absolute error
0.408
Root mean prior squared error
0.3
Root mean squared error
0.1865
Root relative squared error
0.6216
SciMark benchmark
943.5353