DEVELOPMENT... OpenML
Run
53206

Run 53206

Task 1748 (Learning Curve) tic-tac-toe Uploaded 08-11-2014 by Jason
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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.

21 Evaluation measures

Area under ROC curve
0.7162 ± 0.0483
Per class
Build CPU time
0.0005
Build memory
1864545398.5778
F measure
0.6808 ± 0.0427
Per class
Kappa
0.2788 ± 0.0898
KB relative information score
0.1152 ± 0.0276
Mean absolute error
0.4059 ± 0.0091
Mean prior absolute error
0.453 ± 0.0013
Number of instances
958
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.6815 ± 0.0688
Per class
Predictive accuracy
0.6962 ± 0.0506
Prior entropy
0.931 ± 0.0039
Recall
0.6962 ± 0.0506
Per class
Relative absolute error
0.8959 ± 0.0196
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.4444 ± 0.0098
Root relative squared error
0.9339 ± 0.0208
SciMark benchmark
1914.93

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