DEVELOPMENT... OpenML
Run
200706

Run 200706

Task 4379 (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
0.9994
Per class
F measure
0.9994
Per class
Kappa
0.9988
KB relative information score
81143.7836
Mean absolute error
0.0006
Mean prior absolute error
0.4994
Number of instances
81240
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9994
Per class
Predictive accuracy
0.9994
Prior entropy
0.9991
Recall
0.9994
Per class
Relative absolute error
0.0012
Root mean prior squared error
0.4997
Root mean squared error
0.0243
Root relative squared error
0.0486
SciMark benchmark
854.5188
UserCPU time millis
90
UserCPU time millis testing
40
UserCPU time millis training
50