DEVELOPMENT... OpenML
Run
199545

Run 199545

Task 1788 (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
0.9979
Per class
F measure
0.9979
Per class
Kappa
0.9958
KB relative information score
40449.6642
Mean absolute error
0.0021
Mean prior absolute error
0.4994
Number of instances
40620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9979
Per class
Predictive accuracy
0.9979
Prior entropy
0.9991
Recall
0.9979
Per class
Relative absolute error
0.0042
Root mean prior squared error
0.4997
Root mean squared error
0.0457
Root relative squared error
0.0915
SciMark benchmark
940.3347
UserCPU time millis
70
UserCPU time millis testing
30
UserCPU time millis training
40