DEVELOPMENT... OpenML
Run
200647

Run 200647

Task 4559 (Supervised Classification) car 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
0.7548
Per class
F measure
0.7907
Per class
Kappa
0.5042
KB relative information score
7985.1298
Mean absolute error
0.2104
Mean prior absolute error
0.4199
Number of instances
17280
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.792
Per class
Predictive accuracy
0.7896
Prior entropy
0.8813
Recall
0.7896
Per class
Relative absolute error
0.5011
Root mean prior squared error
0.4582
Root mean squared error
0.4587
Root relative squared error
1.0012
SciMark benchmark
1404.1865