DEVELOPMENT... OpenML
Run
147861

Run 147861

Task 2072 (Supervised Classification) covertype 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
0.6839
Per class
F measure
0.3642
Per class
Kappa
0.0558
KB relative information score
18273.269
Mean absolute error
0.1727
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4476
Per class
Predictive accuracy
0.4821
Prior entropy
1.8698
Recall
0.4821
Per class
Relative absolute error
0.932
Root mean prior squared error
0.3044
Root mean squared error
0.2922
Root relative squared error
0.9599
SciMark benchmark
901.0726
UserCPU time millis
950
UserCPU time millis testing
150
UserCPU time millis training
800