DEVELOPMENT... OpenML
Run
199518

Run 199518

Task 285 (Supervised Classification) vote Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9886
Per class
F measure
0.9861
Per class
Kappa
0.9707
KB relative information score
138.4782
Mean absolute error
0.014
Mean prior absolute error
0.4739
Number of instances
143
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9865
Per class
Predictive accuracy
0.986
Prior entropy
0.9627
Recall
0.986
Per class
Relative absolute error
0.0295
Root mean prior squared error
0.4865
Root mean squared error
0.1183
Root relative squared error
0.2431
SciMark benchmark
1404.1865