Import fuzzylite_5.1+dfsg.orig.tar.xz

[dgit import orig fuzzylite_5.1+dfsg.orig.tar.xz]

2 files changed, 105 insertions, 0 deletions

diff --git a/fuzzylite/src/m/compare.m b/fuzzylite/src/m/compare.m
new file mode 100755
index 0000000..56da68d
--- /dev/null
+++ b/fuzzylite/src/m/compare.m
@@ -0,0 +1,60 @@
+%{/*
+ Author: Juan Rada-Vilela, Ph.D.
+ Copyright (C) 2010-2014 FuzzyLite Limited
+ All rights reserved
+
+ This file is part of fuzzylite.
+
+ fuzzylite is free software: you can redistribute it and/or modify it under
+ the terms of the GNU Lesser General Public License as published by the Free
+ Software Foundation, either version 3 of the License, or (at your option)
+ any later version.
+
+ fuzzylite is distributed in the hope that it will be useful, but WITHOUT
+ ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+ FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public License
+ for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with fuzzylite.  If not, see <http://www.gnu.org/licenses/>.
+ 
+ fuzzylite (R) is a registered trademark of FuzzyLite Limited.
+ */
+}%
+
+function [engine] = compare(fisFile, fldFile, delimiter, hasMetadata)
+if (nargin < 3)
+    delimiter = ' ';
+end
+if (nargin < 4)
+    hasMetadata = true;
+end
+
+engine = readfis(fisFile);
+flMatrix = dlmread(fldFile, delimiter, hasMetadata ~ = 0, 0);
+
+if (length(engine.input) + length(engine.output) ~ = size(flMatrix, 2))
+    error('fuzzylite:compare.m', 'Number of inputs and outputs in engine differ from FLD matrix');
+end
+
+if (isempty(engine.andMethod))
+    engine.andMethod = 'min';
+end
+if (isempty(engine.orMethod))
+    engine.orMethod = 'max';
+end
+
+engine.inputValues = flMatrix(1 : end, 1 : length(engine.input));
+engine.outputValues = evalfis(engine.inputValues, engine);
+engine.flOutputValues = flMatrix(1 : end, (length(engine.input) + 1) : (length(engine.input) + length(engine.output)));
+engine.outputDiff = engine.outputValues - engine.flOutputValues;
+engine.fld = [engine.inputValues engine.outputValues engine.flOutputValues engine.outputDiff];
+engine.nanfreeDiff = engine.outputDiff;
+engine.nanfreeDiff(find(isnan(engine.nanfreeDiff))) = 0;
+engine.mse = nansum(engine.outputDiff.^2) / size(engine.outputDiff, 1);
+engine.quantiles = prctile(engine.nanfreeDiff, 0 : 25 : 100);
+
+end
+
+
+
diff --git a/fuzzylite/src/m/compare_examples.m b/fuzzylite/src/m/compare_examples.m
new file mode 100755
index 0000000..1bf6818
--- /dev/null
+++ b/fuzzylite/src/m/compare_examples.m
@@ -0,0 +1,45 @@
+%{/*

+ Author: Juan Rada-Vilela, Ph.D.

+ Copyright (C) 2010-2014 FuzzyLite Limited

+ All rights reserved

+

+ This file is part of fuzzylite.

+

+ fuzzylite is free software: you can redistribute it and/or modify it under

+ the terms of the GNU Lesser General Public License as published by the Free

+ Software Foundation, either version 3 of the License, or (at your option)

+ any later version.

+

+ fuzzylite is distributed in the hope that it will be useful, but WITHOUT

+ ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or

+ FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public License

+ for more details.

+

+ You should have received a copy of the GNU Lesser General Public License

+ along with fuzzylite.  If not, see <http://www.gnu.org/licenses/>.

+ 

+ fuzzylite (R) is a registered trademark of FuzzyLite Limited.

+ */

+}%

+

+

+function [ engines ] = compare_examples(path, delimiter, hasMetadata)

+if (nargin < 2)

+    delimiter = ' ';

+end

+if (nargin < 3)

+    hasMetadata = true;

+end

+

+examples = {'\mamdani\SimpleDimmer', '\mamdani\matlab\mam21', '\mamdani\matlab\mam22', '\mamdani\matlab\shower', '\mamdani\matlab\tank', '\mamdani\matlab\tank2', '\mamdani\matlab\tipper', '\mamdani\matlab\tipper1', '\mamdani\octave\mamdani_tip_calculator', '\takagi-sugeno\SimpleDimmer', '\takagi-sugeno\matlab\fpeaks', '\takagi-sugeno\matlab\invkine1', '\takagi-sugeno\matlab\invkine2', '\takagi-sugeno\matlab\juggler', '\takagi-sugeno\matlab\membrn1', '\takagi-sugeno\matlab\membrn2', '\takagi-sugeno\matlab\slbb', '\takagi-sugeno\matlab\slcp', '\takagi-sugeno\matlab\slcp1', '\takagi-sugeno\matlab\slcpp1', '\takagi-sugeno\matlab\sltbu_fl', '\takagi-sugeno\matlab\sugeno1', '\takagi-sugeno\matlab\tanksg', '\takagi-sugeno\matlab\tippersg', '\takagi-sugeno\octave\cubic_approximator', '\takagi-sugeno\octave\heart_disease_risk', '\takagi-sugeno\octave\linear_tip_calculator'};

+pending = {'\mamdani\octave\investment_portfolio', '\takagi-sugeno\approximation', '\takagi-sugeno\octave\sugeno_tip_calculator', '\tsukamoto\tsukamoto'};

+engines = [];

+for i = 1 : length(examples)

+    fisFile = strcat(path, examples{i}, '.fis')

+    fldFile = strcat(path, examples{i}, '.fld');

+    engines = [engines compare(fisFile, fldFile, delimiter, hasMetadata)];

+    disp(strcat('Five number summary (', num2str(i), '): ', fisFile));

+    engines(i).quantiles

+end

+end

+