DEVELOPMENT... OpenML
Run
148308

Run 148308

Task 3874 (Supervised Classification) ecoli 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
0.9562
Per class
F measure
0.8779
Per class
Kappa
0.7502
KB relative information score
197.9446
Mean absolute error
0.2196
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8779
Per class
Predictive accuracy
0.878
Prior entropy
0.9842
Recall
0.878
Per class
Relative absolute error
0.4491
Root mean prior squared error
0.4944
Root mean squared error
0.2952
Root relative squared error
0.597
SciMark benchmark
917.7039