DEVELOPMENT... OpenML
Run
199696

Run 199696

Task 2932 (Supervised Classification) solar-flare 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
0.5292
Per class
F measure
0.9639
Per class
Kappa
0.0702
KB relative information score
-495.6219
Mean absolute error
0.0328
Mean prior absolute error
0.0452
Number of instances
3230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9607
Per class
Predictive accuracy
0.9672
Prior entropy
0.1666
Recall
0.9672
Per class
Relative absolute error
0.7257
Root mean prior squared error
0.1456
Root mean squared error
0.1812
Root relative squared error
1.2439
SciMark benchmark
940.3347