DEVELOPMENT... OpenML
Run
148255

Run 148255

Task 3821 (Supervised Classification) segment 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
0.9629
Per class
F measure
0.9241
Per class
Kappa
0.6619
KB relative information score
798.4237
Mean absolute error
0.145
Mean prior absolute error
0.2451
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9352
Per class
Predictive accuracy
0.9325
Prior entropy
0.5925
Recall
0.9325
Per class
Relative absolute error
0.5915
Root mean prior squared error
0.3499
Root mean squared error
0.2402
Root relative squared error
0.6864
SciMark benchmark
917.7039
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10