DEVELOPMENT... OpenML
Run
200284

Run 200284

Task 4199 (Supervised Classification) monks-problems-3 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
0.9029
Per class
F measure
0.9034
Per class
Kappa
0.8064
KB relative information score
4467.5339
Mean absolute error
0.0966
Mean prior absolute error
0.4992
Number of instances
5540
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9035
Per class
Predictive accuracy
0.9034
Prior entropy
0.9989
Recall
0.9034
Per class
Relative absolute error
0.1934
Root mean prior squared error
0.4996
Root mean squared error
0.3108
Root relative squared error
0.622
SciMark benchmark
854.5188