Run
306706

Run 306706

Task 83 (Learning Curve) mushroom Uploaded 19-03-2015 by Joaquin Vanschoren
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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
0.9995 ± 0.0029
Per class
F measure
0.9995 ± 0.003
Per class
Kappa
0.999 ± 0.006
KB relative information score
0.999 ± 0.0061
Mean absolute error
0.0005 ± 0.003
Mean prior absolute error
0.4994 ± 0
Number of instances
81240
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9995 ± 0.0029
Per class
Predictive accuracy
0.9995 ± 0.003
Prior entropy
0.9991 ± 0
Recall
0.9995 ± 0.003
Per class
Relative absolute error
0.001 ± 0.0061
Root mean prior squared error
0.4997 ± 0
Root mean squared error
0.0225 ± 0.0217
Root relative squared error
0.045 ± 0.0435
SciMark benchmark
1342.3412
UserCPU time millis
40
UserCPU time millis testing
20
UserCPU time millis training
20