DEVELOPMENT... OpenML
Run
33346

Run 33346

Task 4424 (Supervised Classification) fishcatch Uploaded 14-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9914
Per class
Build CPU time
0.1743
Build memory
1316941698.4203
F measure
0.9434
Per class
Kappa
0.883
KB relative information score
1339.3787
Mean absolute error
0.0772
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
0.9463
Per class
Predictive accuracy
0.943
Prior entropy
0.971
Recall
0.943
Per class
Relative absolute error
0.161
Root mean prior squared error
0.4896
Root mean squared error
0.1877
Root relative squared error
0.3833
SciMark benchmark
943.7328