DEVELOPMENT... OpenML
Run
199804

Run 199804

Task 3538 (Supervised Classification) analcatdata_boxing2 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
0.7538
Per class
F measure
0.7501
Per class
Kappa
0.5023
KB relative information score
65.4504
Mean absolute error
0.25
Mean prior absolute error
0.4972
Number of instances
132
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7573
Per class
Predictive accuracy
0.75
Prior entropy
0.996
Recall
0.75
Per class
Relative absolute error
0.5028
Root mean prior squared error
0.4986
Root mean squared error
0.5
Root relative squared error
1.0029
SciMark benchmark
1335.643