DEVELOPMENT... OpenML
Run
44928

Run 44928

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 30-10-2014 by Felicia West
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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
0.499
Per class
Build CPU time
4.8615
Build memory
441334060.3574
F measure
0.7953
Per class
KB relative information score
-1.1595
Mean absolute error
0.2409
Mean prior absolute error
0.2409
Number of instances
3279
Per class
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10]
Precision
0.7396
Per class
Predictive accuracy
0.86
Prior entropy
0.5848
Recall
0.86
Per class
Relative absolute error
1.0001
Root mean prior squared error
0.347
Root mean squared error
0.347
Root relative squared error
1
SciMark benchmark
1236.9974