DEVELOPMENT... OpenML
Run
199479

Run 199479

Task 243 (Supervised Classification) breast-cancer 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
0.628
Per class
F measure
0.6543
Per class
Kappa
0.2467
KB relative information score
14.8889
Mean absolute error
0.3511
Mean prior absolute error
0.4357
Number of instances
94
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6632
Per class
Predictive accuracy
0.6489
Prior entropy
0.8796
Recall
0.6489
Per class
Relative absolute error
0.8057
Root mean prior squared error
0.4757
Root mean squared error
0.5925
Root relative squared error
1.2456
SciMark benchmark
1404.1865