DEVELOPMENT... OpenML
Run
148297

Run 148297

Task 3863 (Supervised Classification) hypothyroid 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
0.9817
Per class
F measure
0.9793
Per class
Kappa
0.8629
KB relative information score
2764.1097
Mean absolute error
0.0342
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9823
Per class
Predictive accuracy
0.9783
Prior entropy
0.3928
Recall
0.9783
Per class
Relative absolute error
0.2399
Root mean prior squared error
0.2668
Root mean squared error
0.131
Root relative squared error
0.4911
SciMark benchmark
917.7039
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10