DEVELOPMENT... OpenML
Run
88960

Run 88960

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


Flow

weka.Vote_J48(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.J48(13)_C0.25
weka.J48(13)_M2
weka.Vote_J48(1)_RAVG
weka.Vote_J48(1)_S1
weka.Vote_J48(1)_Bweka.classifiers.trees.J48

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
0.6997
Per class
Average cost
15.3461
F measure
0.7834
Per class
Kappa
0.1188
KB relative information score
1055.7885
Mean absolute error
0.2539
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
0.7979
Per class
Predictive accuracy
0.836
Prior entropy
0.653
Recall
0.836
Per class
Relative absolute error
0.9086
Root mean prior squared error
0.3738
Root mean squared error
0.3574
Root relative squared error
0.9562
SciMark benchmark
1240.2804
Total cost
6130510
UserCPU time millis testing
476
UserCPU time millis training
114486