DEVELOPMENT... OpenML
Run
167982

Run 167982

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 19-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_NaiveBayes(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_NaiveBayes(2)_C3
weka.MultiBoostAB_NaiveBayes(2)_P100
weka.MultiBoostAB_NaiveBayes(2)_S1
weka.MultiBoostAB_NaiveBayes(2)_I40
weka.MultiBoostAB_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.5658
Per class
Average cost
16.132
F measure
0.7643
Per class
Kappa
0.0415
KB relative information score
11506.2196
Mean absolute error
0.2369
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
0.7472
Per class
Predictive accuracy
0.8213
Prior entropy
0.653
Recall
0.8213
Per class
Relative absolute error
0.8478
Root mean prior squared error
0.3738
Root mean squared error
0.3877
Root relative squared error
1.0372
SciMark benchmark
911.3823
Total cost
6444450
UserCPU time millis
208160
UserCPU time millis testing
49180
UserCPU time millis training
158980