php-doc-en/reference/fann/functions/fann-train-on-file.xml
2013-08-28 19:06:34 +00:00

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<?xml version="1.0" encoding="utf-8"?>
<!-- $Revision$ -->
<refentry xml:id="function.fann-train-on-file" xmlns="http://docbook.org/ns/docbook" xmlns:xlink="http://www.w3.org/1999/xlink">
<refnamediv>
<refname>fann_train_on_file</refname>
<refpurpose>Trains on an entire dataset, which is read from file, for a period of time</refpurpose>
</refnamediv>
<refsect1 role="description">
&reftitle.description;
<methodsynopsis>
<type>bool</type><methodname>fann_train_on_file</methodname>
<methodparam><type>resource</type><parameter>ann</parameter></methodparam>
<methodparam><type>string</type><parameter>filename</parameter></methodparam>
<methodparam><type>int</type><parameter>max_epochs</parameter></methodparam>
<methodparam><type>int</type><parameter>epochs_between_reports</parameter></methodparam>
<methodparam><type>float</type><parameter>desired_error</parameter></methodparam>
</methodsynopsis>
<para>
Trains on an entire dataset, which is read from file, for a period of time.
</para>
<para>
This training uses the training algorithm chosen by <function>fann_set_training_algorithm</function> and
the parameters set for these training algorithms.
</para>
</refsect1>
<refsect1 role="parameters">
&reftitle.parameters;
<variablelist>
<varlistentry>
<term><parameter>ann</parameter></term>
<listitem>
&fann.ann.description;
</listitem>
</varlistentry>
<varlistentry>
<term><parameter>filename</parameter></term>
<listitem>
<para>
The file containing train data
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><parameter>max_epochs</parameter></term>
<listitem>
<para>
The maximum number of epochs the training should continue
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><parameter>epochs_between_reports</parameter></term>
<listitem>
<para>
The number of epochs between calling a user function. A value of zero means that user function is not called.
</para>
</listitem>
</varlistentry>
<varlistentry>
<term><parameter>desired_error</parameter></term>
<listitem>
<para>
The desired <function>fann_get_MSE</function> or <function>fann_get_bit_fail</function>, depending on the stop function
chosen by <function>fann_set_train_stop_function</function>
</para>
</listitem>
</varlistentry>
</variablelist>
</refsect1>
<refsect1 role="returnvalues">
&reftitle.returnvalues;
&fann.return.bool;
</refsect1>
<refsect1 role="seealso">
&reftitle.seealso;
<para>
<simplelist>
<member><function>fann_train_on_data</function></member>
<member><function>fann_train_epoch</function></member>
<member><function>fann_get_bit_fail</function></member>
<member><function>fann_get_MSE</function></member>
<member><function>fann_set_train_stop_function</function></member>
<member><function>fann_set_training_algorithm</function></member>
<member><function>fann_set_callback</function></member>
</simplelist>
</para>
</refsect1>
</refentry>
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