DEVELOPMENT... OpenML
Run
200097

Run 200097

Task 3822 (Supervised Classification) nursery 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
1
Per class
F measure
1
Per class
Kappa
1
KB relative information score
12959.6371
Mean prior absolute error
0.4445
Number of instances
12960
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
1
Per class
Predictive accuracy
1
Prior entropy
0.9183
Recall
1
Per class
Root mean prior squared error
0.4714
SciMark benchmark
1404.1865
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20