DEVELOPMENT... OpenML
Run
148382

Run 148382

Task 3947 (Supervised Classification) KDDCup99 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
0.9379
Per class
F measure
0.7132
Per class
Kappa
0.6318
KB relative information score
312002.4273
Mean absolute error
0.0203
Mean prior absolute error
0.0514
Number of instances
494020
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6765
Per class
Predictive accuracy
0.7854
Prior entropy
1.5581
Recall
0.7854
Per class
Relative absolute error
0.3954
Root mean prior squared error
0.1603
Root mean squared error
0.1007
Root relative squared error
0.628
SciMark benchmark
947.9494
UserCPU time millis
11800
UserCPU time millis testing
1480
UserCPU time millis training
10320