Run
66026

Run 66026

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Olav Bunte
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Flow

weka.HoeffdingTree(2)Geoff Hulten, Laurie Spencer, Pedro Domingos: Mining time-changing data streams. In: ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 97-106, 2001.
weka.HoeffdingTree(2)_E1.0E-7
weka.HoeffdingTree(2)_G224.0
weka.HoeffdingTree(2)_H0.064
weka.HoeffdingTree(2)_L1
weka.HoeffdingTree(2)_M0.018
weka.HoeffdingTree(2)_N2.0
weka.HoeffdingTree(2)_S0

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
0.5699
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.3692
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.9525
Cross-validation details (10-fold Crossvalidation)
Build memory
1135728546.7517
Cross-validation details (10-fold Crossvalidation)
F measure
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-58254.0023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2843
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_20, amd64, Windows 7, 6.1]
Precision
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8269
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0173
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3778
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0107
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
416.2493
Total cost
6539190
Cross-validation details (10-fold Crossvalidation)