DEVELOPMENT... OpenML
Run
148123

Run 148123

Task 3688 (Supervised Classification) houses 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
0.9842
Per class
F measure
0.9657
Per class
Kappa
0.9299
KB relative information score
18227.7419
Mean absolute error
0.0653
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9665
Per class
Predictive accuracy
0.9658
Prior entropy
0.9866
Recall
0.9658
Per class
Relative absolute error
0.1332
Root mean prior squared error
0.4953
Root mean squared error
0.1718
Root relative squared error
0.3469
SciMark benchmark
901.0726
UserCPU time millis
70
UserCPU time millis testing
20
UserCPU time millis training
50