DEVELOPMENT... OpenML
Run
29455

Run 29455

Task 3719 (Supervised Classification) fishcatch 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
0.9877
Per class
Build CPU time
0.0198
Build memory
907818964.0506
F measure
0.9435
Per class
Kappa
0.884
KB relative information score
135.2102
Mean absolute error
0.0713
Mean prior absolute error
0.4797
Number of instances
158
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9502
Per class
Predictive accuracy
0.943
Prior entropy
0.971
Recall
0.943
Per class
Relative absolute error
0.1486
Root mean prior squared error
0.4896
Root mean squared error
0.2045
Root relative squared error
0.4177
SciMark benchmark
915.1706