DEVELOPMENT... OpenML
Run
88976

Run 88976

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Morris
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Vote_RandomTree(1)Ludmila I. Kuncheva (2004). Combining Pattern Classifiers: Methods and Algorithms. John Wiley and Sons, Inc.. J. Kittler, M. Hatef, Robert P.W. Duin, J. Matas (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(3):226-239.
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.Vote_RandomTree(1)_RAVG
weka.Vote_RandomTree(1)_S1
weka.Vote_RandomTree(1)_Bweka.classifiers.trees.RandomTree

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
0.682
Per class
Average cost
13.1995
F measure
0.757
Per class
Kappa
0.1364
KB relative information score
-23309.6517
Mean absolute error
0.2477
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Oracle Corporation, 1.8.0_25, amd64, Windows 8.1, 6.3]
Precision
0.7587
Per class
Predictive accuracy
0.7555
Prior entropy
0.653
Recall
0.7555
Per class
Relative absolute error
0.8861
Root mean prior squared error
0.3738
Root mean squared error
0.3937
Root relative squared error
1.0533
SciMark benchmark
1372.4545
Total cost
5272970
UserCPU time millis
33000
UserCPU time millis testing
593.75
UserCPU time millis training
32406.25