DEVELOPMENT... OpenML
Run
71013

Run 71013

Task 3873 (Supervised Classification) dermatology Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.9986
Per class
Build CPU time
0.0116
Build memory
995433491.0164
F measure
0.97
Per class
Kappa
0.9294
KB relative information score
342.4983
Mean absolute error
0.0236
Mean prior absolute error
0.4251
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.97
Per class
Predictive accuracy
0.9699
Prior entropy
0.8898
Recall
0.9699
Per class
Relative absolute error
0.0554
Root mean prior squared error
0.4608
Root mean squared error
0.1248
Root relative squared error
0.2707
SciMark benchmark
937.52