DEVELOPMENT... OpenML
Run
148291

Run 148291

Task 3856 (Supervised Classification) kdd_ipums_la_97-small 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
0.9806
Per class
F measure
0.9759
Per class
Kappa
0.9485
KB relative information score
6400.2344
Mean absolute error
0.0464
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9765
Per class
Predictive accuracy
0.9758
Prior entropy
0.9504
Recall
0.9758
Per class
Relative absolute error
0.0996
Root mean prior squared error
0.4827
Root mean squared error
0.1516
Root relative squared error
0.3142
SciMark benchmark
901.0726
UserCPU time millis
70
UserCPU time millis testing
10
UserCPU time millis training
60