DEVELOPMENT... OpenML
Run
168460

Run 168460

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)_I20
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
0.5928
Per class
Average cost
16.1314
F measure
0.7643
Per class
Kappa
0.0414
KB relative information score
86083.5018
Mean absolute error
0.182
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
0.7469
Per class
Predictive accuracy
0.8211
Prior entropy
0.653
Recall
0.8211
Per class
Relative absolute error
0.6512
Root mean prior squared error
0.3738
Root mean squared error
0.4164
Root relative squared error
1.1138
SciMark benchmark
945.6434
Total cost
6444220
UserCPU time millis
113570
UserCPU time millis testing
27480
UserCPU time millis training
86090