Run
77172

Run 77172

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 01-12-2014 by Henry He
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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)_G200.0
weka.HoeffdingTree(2)_H0.05
weka.HoeffdingTree(2)_L2
weka.HoeffdingTree(2)_M0.01
weka.HoeffdingTree(2)_N0.0
weka.HoeffdingTree(2)_S1

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
0.5943
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
13.9973
Cross-validation details (10-fold Crossvalidation)
Build CPU time
4.8041
Cross-validation details (10-fold Crossvalidation)
Build memory
1002345951.5444
Cross-validation details (10-fold Crossvalidation)
F measure
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0748
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-204106.4751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3519
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_25, amd64, Windows 8.1, 6.3]
Precision
0.7415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.7291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.259
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2762
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1399.2289
Total cost
5591670
Cross-validation details (10-fold Crossvalidation)