DEVELOPMENT... OpenML
Run
88949

Run 88949

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Anthony Mitchell
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.0010

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
0.7041
Per class
Average cost
14.8854
Build CPU time
194.9851
Build memory
1436952135.5934
F measure
0.7901
Per class
Kappa
0.1504
KB relative information score
-5593.3688
Mean absolute error
0.2456
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Sun Microsystems Inc., 1.6.0_45, amd64, Windows 8, 6.2]
Precision
0.7985
Per class
Predictive accuracy
0.8363
Prior entropy
0.653
Recall
0.8363
Per class
Relative absolute error
0.8789
Root mean prior squared error
0.3738
Root mean squared error
0.3576
Root relative squared error
0.9567
SciMark benchmark
1262.313
Total cost
5946430