DEVELOPMENT... OpenML
Run
33920

Run 33920

Task 4574 (Supervised Classification) lymph Uploaded 16-10-2014 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
0.9197
Per class
Build CPU time
0.5563
Build memory
325552857.2649
F measure
0.8181
Per class
Kappa
0.6321
KB relative information score
780.5661
Mean absolute error
0.2485
Mean prior absolute error
0.4956
Number of instances
1480
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8193
Per class
Predictive accuracy
0.8189
Prior entropy
0.9937
Recall
0.8189
Per class
Relative absolute error
0.5015
Root mean prior squared error
0.4978
Root mean squared error
0.3416
Root relative squared error
0.6864
SciMark benchmark
833.3491