DEVELOPMENT... OpenML
Run
34038

Run 34038

Task 1777 (Supervised Classification) breast-cancer Uploaded 17-10-2014 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
0.6771
Per class
Build CPU time
0.3602
Build memory
1762370713.6
F measure
0.6913
Per class
Kappa
0.2278
KB relative information score
178.2618
Mean absolute error
0.363
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7038
Per class
Predictive accuracy
0.7287
Prior entropy
0.8796
Recall
0.7287
Per class
Relative absolute error
0.8678
Root mean prior squared error
0.457
Root mean squared error
0.4346
Root relative squared error
0.9509
SciMark benchmark
942.5839