DEVELOPMENT... OpenML
Run
147876

Run 147876

Task 2142 (Supervised Classification) BNG(breast-w) 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
0.9644
Per class
F measure
0.9202
Per class
Kappa
0.8217
KB relative information score
27574.0594
Mean absolute error
0.1506
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9209
Per class
Predictive accuracy
0.921
Prior entropy
0.9287
Recall
0.921
Per class
Relative absolute error
0.3336
Root mean prior squared error
0.4751
Root mean squared error
0.2498
Root relative squared error
0.5258
SciMark benchmark
947.9494
UserCPU time millis
140
UserCPU time millis testing
40
UserCPU time millis training
100