DEVELOPMENT... OpenML
Run
200399

Run 200399

Task 4318 (Supervised Classification) servo Uploaded 27-02-2015 by Jason
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Flow

weka.Winnow(3)N. Littlestone (1988). Learning quickly when irrelevant attributes are abound: A new linear threshold algorithm. Machine Learning. 2:285-318. N. Littlestone (1989). Mistake bounds and logarithmic linear-threshold learning algorithms. University of California, Santa Cruz.
weka.Winnow(3)_I1
weka.Winnow(3)_A2.0
weka.Winnow(3)_B0.5
weka.Winnow(3)_H-1.0
weka.Winnow(3)_W2.0
weka.Winnow(3)_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.

22 Evaluation measures

Area under ROC curve
0.8312
Per class
F measure
0.8884
Per class
Kappa
0.6788
KB relative information score
1069.1827
Mean absolute error
0.1102
Mean prior absolute error
0.3533
Number of instances
1670
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8876
Per class
Predictive accuracy
0.8898
Prior entropy
0.7794
Recall
0.8898
Per class
Relative absolute error
0.3119
Root mean prior squared error
0.4193
Root mean squared error
0.3319
Root relative squared error
0.7917
SciMark benchmark
1335.643