DEVELOPMENT... OpenML
Run
148155

Run 148155

Task 3721 (Supervised Classification) bolts 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
0.8063
Per class
F measure
0.7831
Per class
Kappa
0.5122
KB relative information score
8.4505
Mean absolute error
0.3725
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8141
Per class
Predictive accuracy
0.8
Prior entropy
0.9403
Recall
0.8
Per class
Relative absolute error
0.8148
Root mean prior squared error
0.477
Root mean squared error
0.4138
Root relative squared error
0.8675
SciMark benchmark
917.7039