DEVELOPMENT... OpenML
Run
148425

Run 148425

Task 6566 (Supervised Classification) Internet-Advertisements 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
0.8719
Per class
F measure
0.8896
Per class
Kappa
0.487
KB relative information score
1253.0579
Mean absolute error
0.1591
Mean prior absolute error
0.2409
Number of instances
3279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9061
Per class
Predictive accuracy
0.9067
Prior entropy
0.5848
Recall
0.9067
Per class
Relative absolute error
0.6605
Root mean prior squared error
0.347
Root mean squared error
0.2591
Root relative squared error
0.7468
SciMark benchmark
917.7039
UserCPU time millis
840
UserCPU time millis testing
20
UserCPU time millis training
820