DEVELOPMENT... OpenML
Run
148043

Run 148043

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.8114
Per class
F measure
0.7266
Per class
Kappa
0.4423
KB relative information score
62.5672
Mean absolute error
0.3851
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7267
Per class
Predictive accuracy
0.728
Prior entropy
0.9883
Recall
0.728
Per class
Relative absolute error
0.7828
Root mean prior squared error
0.4959
Root mean squared error
0.4233
Root relative squared error
0.8536
SciMark benchmark
901.0726