DEVELOPMENT... OpenML
Run
29613

Run 29613

Task 3500 (Supervised Classification) squash-unstored Uploaded 12-10-2014 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
0.9032
Per class
Build CPU time
0.0352
Build memory
2837966565.5385
F measure
0.8246
Per class
Kappa
0.6913
KB relative information score
28.3295
Mean absolute error
0.1974
Mean prior absolute error
0.3823
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
0.8244
Per class
Predictive accuracy
0.8269
Prior entropy
1.3486
Recall
0.8269
Per class
Relative absolute error
0.5165
Root mean prior squared error
0.4353
Root mean squared error
0.3171
Root relative squared error
0.7285
SciMark benchmark
940.9444