DEVELOPMENT... OpenML
Run
32004

Run 32004

Task 4424 (Supervised Classification) fishcatch Uploaded 13-10-2014 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)_I160
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
0.9885
Per class
Build CPU time
0.0679
Build memory
245182104.5114
F measure
0.9473
Per class
Kappa
0.8915
KB relative information score
1368.8127
Mean absolute error
0.0667
Mean prior absolute error
0.4797
Number of instances
1580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9528
Per class
Predictive accuracy
0.9468
Prior entropy
0.971
Recall
0.9468
Per class
Relative absolute error
0.1391
Root mean prior squared error
0.4896
Root mean squared error
0.189
Root relative squared error
0.3861
SciMark benchmark
943.2708