DEVELOPMENT... OpenML
Run
200120

Run 200120

Task 3849 (Supervised Classification) analcatdata_marketing Uploaded 27-02-2015 by Felicia West
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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
0.5019
Per class
F measure
0.5597
Per class
Kappa
0.0036
KB relative information score
-35.8235
Mean absolute error
0.4478
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5693
Per class
Predictive accuracy
0.5522
Prior entropy
0.901
Recall
0.5522
Per class
Relative absolute error
1.0351
Root mean prior squared error
0.4649
Root mean squared error
0.6692
Root relative squared error
1.4394
SciMark benchmark
1404.1865