DEVELOPMENT... OpenML
Run
148307

Run 148307

Task 3873 (Supervised Classification) dermatology Uploaded 03-02-2015 by Felicia West
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Flow

weka.Dagging_DecisionStump(2)Ting, K. M., Witten, I. H.: Stacking Bagged and Dagged Models. In: Fourteenth international Conference on Machine Learning, San Francisco, CA, 367-375, 1997.
weka.Dagging_DecisionStump(2)_F10
weka.Dagging_DecisionStump(2)_S1
weka.Dagging_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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.

22 Evaluation measures

Area under ROC curve
0.9989
Per class
F measure
0.9782
Per class
Kappa
0.9488
KB relative information score
336.6942
Mean absolute error
0.0359
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
0.9783
Per class
Predictive accuracy
0.9781
Prior entropy
0.8898
Recall
0.9781
Per class
Relative absolute error
0.0844
Root mean prior squared error
0.4608
Root mean squared error
0.1174
Root relative squared error
0.2548
SciMark benchmark
901.0726

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