Run
58719

Run 58719

Task 2094 (Learning Curve) adult Uploaded 15-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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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.

19 Evaluation measures

Area under ROC curve
0.7566 ± 0.0065
Per class
Build CPU time
0.0077
Build memory
2390652770.44
KB relative information score
0.1217 ± 0.0094
Mean absolute error
0.2917 ± 0.0023
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.7607 ± 0.0001
Prior entropy
0.7938 ± 0.0002
Recall
0.7607 ± 0.0001
Per class
Relative absolute error
0.8012 ± 0.0063
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3819 ± 0.0024
Root relative squared error
0.8951 ± 0.0056
SciMark benchmark
1769.7895