Run
437790

Run 437790

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 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
0.9364 ± 0.0703
Per class
F measure
0.9368 ± 0.0698
Per class
Kappa
0.8734 ± 0.1373
KB relative information score
0.8734 ± 0.1347
Mean absolute error
0.0632 ± 0.0671
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9369 ± 0.0587
Per class
Predictive accuracy
0.9368 ± 0.0671
Prior entropy
0.9989 ± 0.0008
Recall
0.9368 ± 0.0671
Per class
Relative absolute error
0.1266 ± 0.1346
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.2514 ± 0.1103
Root relative squared error
0.5031 ± 0.2209
SciMark benchmark
941.3619