DEVELOPMENT... OpenML
Run
199407

Run 199407

Task 3 (Supervised Classification) kr-vs-kp 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
0.6645
Per class
F measure
0.6299
Per class
Kappa
0.3212
KB relative information score
971.6722
Mean absolute error
0.347
Mean prior absolute error
0.499
Number of instances
3196
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7262
Per class
Predictive accuracy
0.653
Prior entropy
0.9986
Recall
0.653
Per class
Relative absolute error
0.6954
Root mean prior squared error
0.4995
Root mean squared error
0.5891
Root relative squared error
1.1793
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10