Create train_dui.php

train_dui.php

@@ -0,0 +1,30 @@
+<?php
+$num_input = 27;
+$num_output = 26;
+$num_layers = 3;
+$num_neurons_hidden = 16;
+$desired_error = 0.00001;
+$max_epochs = 500000;
+$epochs_between_reports = 10;
+$ann = fann_create_standard($num_layers, $num_input, $num_neurons_hidden, $num_output);
+if ($ann) {
+
+	// Configure the ANN
+	fann_set_training_algorithm ($ann , FANN_TRAIN_RPROP);
+	fann_set_activation_function_hidden($ann, FANN_SIGMOID_SYMMETRIC);
+	fann_set_activation_function_output($ann, FANN_SIGMOID_SYMMETRIC);
+
+	// Train ANN
+	$filename = dirname(__FILE__) . "/DUI.data";
+	if (fann_train_on_file($ann, $filename, $max_epochs, $epochs_between_reports, $desired_error)) {
+		print('DUI trained.' . PHP_EOL);
+	}
+
+	// Save ANN
+	if (fann_save($ann, dirname(__FILE__) . "/dui.net")){
+		echo 'dui.net saved. run: php test_dui.php' . PHP_EOL;
+	}
+
+	// Destron ANN
+	fann_destroy($ann);
+}