Run
300861

Run 300861

Task 66 (Learning Curve) audiology Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(3)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(3)_L0.3
weka.MultilayerPerceptron(3)_M0.2
weka.MultilayerPerceptron(3)_N500
weka.MultilayerPerceptron(3)_V0
weka.MultilayerPerceptron(3)_S0
weka.MultilayerPerceptron(3)_E20
weka.MultilayerPerceptron(3)_Ha

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.

20 Evaluation measures

Area under ROC curve
0.975 ± 0.0156
Per class
Kappa
0.7954 ± 0.0838
KB relative information score
0.7728 ± 0.0773
Mean absolute error
0.0183 ± 0.0051
Mean prior absolute error
0.0724 ± 0.0004
Number of instances
2260
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Predictive accuracy
0.8252 ± 0.0726
Prior entropy
3.4373 ± 0.1528
Recall
0.8252 ± 0.0726
Per class
Relative absolute error
0.2525 ± 0.0699
Root mean prior squared error
0.1893 ± 0.0011
Root mean squared error
0.1057 ± 0.0204
Root relative squared error
0.5581 ± 0.1066
SciMark benchmark
1322.4917
UserCPU time millis
16320
UserCPU time millis testing
20
UserCPU time millis training
16300