DEVELOPMENT... OpenML
Run
26780

Run 26780

Task 4360 (Supervised Classification) elusage Uploaded 08-10-2014 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
0.9217
Per class
Build CPU time
0.0031
Build memory
629709005.6436
F measure
0.8321
Per class
Kappa
0.6577
KB relative information score
339.3465
Mean absolute error
0.1948
Mean prior absolute error
0.4922
Number of instances
550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8325
Per class
Predictive accuracy
0.8327
Prior entropy
0.9891
Recall
0.8327
Per class
Relative absolute error
0.3958
Root mean prior squared error
0.4959
Root mean squared error
0.3285
Root relative squared error
0.6624
SciMark benchmark
942.4183