DEVELOPMENT... OpenML
Run
28654

Run 28654

Task 3848 (Supervised Classification) squash-unstored 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)_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
0.881
Per class
Build CPU time
0.0329
Build memory
58822398.9231
F measure
0.7682
Per class
Kappa
0.5329
KB relative information score
19.9508
Mean absolute error
0.3243
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7695
Per class
Predictive accuracy
0.7692
Prior entropy
0.996
Recall
0.7692
Per class
Relative absolute error
0.6523
Root mean prior squared error
0.4985
Root mean squared error
0.3805
Root relative squared error
0.7633
SciMark benchmark
936.0085