DEVELOPMENT... OpenML
Run
147885

Run 147885

Task 2256 (Supervised Classification) BNG(pendigits) 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
0.7685
Per class
F measure
0.1738
Per class
Kappa
0.2178
KB relative information score
184513.9389
Mean absolute error
0.1697
Mean prior absolute error
0.18
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1541
Per class
Predictive accuracy
0.2992
Prior entropy
3.3207
Recall
0.2992
Per class
Relative absolute error
0.9427
Root mean prior squared error
0.3
Root mean squared error
0.2892
Root relative squared error
0.964
SciMark benchmark
901.0726
UserCPU time millis
22160
UserCPU time millis testing
1600
UserCPU time millis training
20560