DEVELOPMENT... OpenML
Run
88881

Run 88881

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Terri
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I10
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.7078
Per class
Average cost
15.0031
F measure
0.7882
Per class
Kappa
0.1417
KB relative information score
-159.8113
Mean absolute error
0.2462
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Oracle Corporation, 1.8.0, x86_64, Mac OS X, 10.10.1]
Precision
0.7968
Per class
Predictive accuracy
0.8357
Prior entropy
0.653
Recall
0.8357
Per class
Relative absolute error
0.881
Root mean prior squared error
0.3738
Root mean squared error
0.3571
Root relative squared error
0.9552
SciMark benchmark
1240.2804
Total cost
5993450
UserCPU time millis testing
5640
UserCPU time millis training
3157230