DEVELOPMENT... OpenML
Run
148160

Run 148160

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.796
Per class
F measure
0.7241
Per class
Kappa
0.4476
KB relative information score
23.6243
Mean absolute error
0.3796
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7241
Per class
Predictive accuracy
0.7241
Prior entropy
0.9992
Recall
0.7241
Per class
Relative absolute error
0.7602
Root mean prior squared error
0.4997
Root mean squared error
0.4309
Root relative squared error
0.8623
SciMark benchmark
901.0726