DEVELOPMENT... OpenML
Run
27364

Run 27364

Task 4424 (Supervised Classification) fishcatch 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
0.9846
Per class
Build CPU time
0.0063
Build memory
1181877802.1873
F measure
0.9498
Per class
Kappa
0.8965
KB relative information score
1369.4286
Mean absolute error
0.0664
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
0.9546
Per class
Predictive accuracy
0.9494
Prior entropy
0.971
Recall
0.9494
Per class
Relative absolute error
0.1384
Root mean prior squared error
0.4896
Root mean squared error
0.1929
Root relative squared error
0.3939
SciMark benchmark
884.1437