DEVELOPMENT... OpenML
Run
71933

Run 71933

Task 1799 (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)_I20
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
0.8298
Per class
Build CPU time
0.0057
Build memory
582303174.4
F measure
0.4005
Per class
Kappa
0.3398
KB relative information score
672.0126
Mean absolute error
0.1831
Mean prior absolute error
0.2664
Number of instances
1830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3896
Per class
Predictive accuracy
0.5082
Prior entropy
2.4378
Recall
0.5082
Per class
Relative absolute error
0.6872
Root mean prior squared error
0.3649
Root mean squared error
0.3284
Root relative squared error
0.9001
SciMark benchmark
926.9727