DEVELOPMENT... OpenML
Run
199487

Run 199487

Task 254 (Supervised Classification) mushroom 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
0.9982
Per class
F measure
0.9981
Per class
Kappa
0.9963
KB relative information score
2668.7512
Mean absolute error
0.0019
Mean prior absolute error
0.4992
Number of instances
2680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9981
Per class
Predictive accuracy
0.9981
Prior entropy
0.9991
Recall
0.9981
Per class
Relative absolute error
0.0037
Root mean prior squared error
0.4995
Root mean squared error
0.0432
Root relative squared error
0.0865
SciMark benchmark
889.3151
UserCPU time millis
90
UserCPU time millis testing
40
UserCPU time millis training
50

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