DEVELOPMENT... OpenML
Run
199719

Run 199719

Task 3012 (Supervised Classification) shuttle-landing-control 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
0.6111
Per class
F measure
0.6349
Per class
Kappa
0.2424
KB relative information score
4.4426
Mean absolute error
0.3333
Mean prior absolute error
0.4824
Number of instances
15
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6667
Per class
Predictive accuracy
0.6667
Prior entropy
0.9774
Recall
0.6667
Per class
Relative absolute error
0.6911
Root mean prior squared error
0.49
Root mean squared error
0.5774
Root relative squared error
1.1782
SciMark benchmark
889.3151