DEVELOPMENT... OpenML
Run
200321

Run 200321

Task 4243 (Supervised Classification) analcatdata_boxing2 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
0.7139
Per class
F measure
0.7152
Per class
Kappa
0.4274
KB relative information score
561.7606
Mean absolute error
0.2848
Mean prior absolute error
0.4972
Number of instances
1320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7154
Per class
Predictive accuracy
0.7152
Prior entropy
0.996
Recall
0.7152
Per class
Relative absolute error
0.5729
Root mean prior squared error
0.4986
Root mean squared error
0.5337
Root relative squared error
1.0705
SciMark benchmark
889.3151