DEVELOPMENT... OpenML
Run
148065

Run 148065

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.8694
Per class
F measure
0.8028
Per class
KB relative information score
-19.755
Mean absolute error
0.208
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7487
Per class
Predictive accuracy
0.8653
Prior entropy
0.5744
Recall
0.8653
Per class
Relative absolute error
0.8879
Root mean prior squared error
0.3414
Root mean squared error
0.3052
Root relative squared error
0.8937
SciMark benchmark
901.0726