DEVELOPMENT... OpenML
Run
147929

Run 147929

Task 3494 (Supervised Classification) monks-problems-3 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
0.9586
Per class
F measure
0.944
Per class
Kappa
0.8879
KB relative information score
253.7354
Mean absolute error
0.3028
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.944
Per class
Predictive accuracy
0.944
Prior entropy
0.9989
Recall
0.944
Per class
Relative absolute error
0.6066
Root mean prior squared error
0.4996
Root mean squared error
0.3306
Root relative squared error
0.6616
SciMark benchmark
947.9494