DEVELOPMENT... OpenML
Run
148130

Run 148130

Task 3696 (Supervised Classification) autoMpg 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
0.9498
Per class
F measure
0.8945
Per class
Kappa
0.7895
KB relative information score
264.9622
Mean absolute error
0.1821
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.899
Per class
Predictive accuracy
0.8945
Prior entropy
0.9982
Recall
0.8945
Per class
Relative absolute error
0.365
Root mean prior squared error
0.4994
Root mean squared error
0.2876
Root relative squared error
0.5758
SciMark benchmark
917.7039