DEVELOPMENT... OpenML
Run
148244

Run 148244

Task 3810 (Supervised Classification) arsenic-male-bladder 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
0.8029
Per class
F measure
0.9775
Per class
Kappa
0.6935
KB relative information score
89.0763
Mean absolute error
0.0479
Mean prior absolute error
0.0837
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9807
Per class
Predictive accuracy
0.9803
Prior entropy
0.2628
Recall
0.9803
Per class
Relative absolute error
0.572
Root mean prior squared error
0.2027
Root mean squared error
0.1481
Root relative squared error
0.7306
SciMark benchmark
901.0726