Run
504770

Run 504770

Task 1714 (Learning Curve) breast-w Uploaded 03-01-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.VotedPerceptron(5)Y. Freund, R. E. Schapire: Large margin classification using the perceptron algorithm. In: 11th Annual Conference on Computational Learning Theory, New York, NY, 209-217, 1998.
weka.VotedPerceptron(5)_I1
weka.VotedPerceptron(5)_E1.0
weka.VotedPerceptron(5)_S1
weka.VotedPerceptron(5)_M10000

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
0.9187 ± 0.0241
Per class
F measure
0.9071 ± 0.029
Per class
Kappa
0.7997 ± 0.0605
KB relative information score
547.371 ± 4.7832
Mean absolute error
0.0937 ± 0.0289
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9161 ± 0.0239
Per class
Predictive accuracy
0.9056 ± 0.0298
Prior entropy
0.9297
Recall
0.9056 ± 0.0298
Per class
Relative absolute error
0.2072 ± 0.0639
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.3051 ± 0.0489
Root relative squared error
0.6419 ± 0.1028
SciMark benchmark
925.5951
UserCPU time millis
10
UserCPU time millis testing
10