.TH "/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.0/src/mlpack/methods/ann/init_rules/oivs_init.hpp" 3 "Mon Aug 31 2020" "Version 3.1.1" "mlpack" \" -*- nroff -*-
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.SH NAME
/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.0/src/mlpack/methods/ann/init_rules/oivs_init.hpp
.SH SYNOPSIS
.br
.PP
.SS "Classes"

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.RI "class \fBOivsInitialization< ActivationFunction >\fP"
.br
.RI "This class is used to initialize the weight matrix with the oivs method\&. "
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "strip_type\&.hpp "
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.RI " \fBmlpack::ann\fP"
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.RI "Artificial Neural Network\&. "
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.SH "Detailed Description"
.PP 

.PP
\fBAuthor:\fP
.RS 4
Marcus Edel
.RE
.PP
Definition and implementation of the Optimal Initial Value Setting method (OIVS)\&. This initialization rule is based on geometrical considerations as described by H\&. Shimodaira\&.
.PP
For more information, see the following paper\&.
.PP
.PP
.nf
@inproceedings{ShimodairaICTAI1994,
  title={A weight value initialization method for improving learning
  performance of the backpropagation algorithm in neural networks},
  author={Shimodaira, H\&.},
  booktitle={Tools with Artificial Intelligence, 1994\&. Proceedings\&.,
  Sixth International Conference on},
  year={1994}
}
.fi
.PP
.PP
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license\&. You should have received a copy of the 3-clause BSD license along with mlpack\&. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information\&. 
.PP
Definition in file \fBoivs_init\&.hpp\fP\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for mlpack from the source code\&.