DEVELOPMENT... OpenML
Run
148429

Run 148429

Task 7293 (Supervised Classification) Click_prediction_small 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
0.6232
Per class
Average cost
16.794
F measure
0.7558
Per class
KB relative information score
-25884.8371
Mean absolute error
0.2757
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6923
Per class
Predictive accuracy
0.8321
Prior entropy
0.653
Recall
0.8321
Per class
Relative absolute error
0.9863
Root mean prior squared error
0.3738
Root mean squared error
0.3702
Root relative squared error
0.9902
SciMark benchmark
901.0726
Total cost
6708900
UserCPU time millis
2270
UserCPU time millis testing
330
UserCPU time millis training
1940