Add files via upload

Adding the *.m files used in parameter learning.

1 files changed, 25 insertions, 0 deletions

diff --git a/BNW_parameter_learning/standardizeData.m b/BNW_parameter_learning/standardizeData.m
new file mode 100644
index 00000000..ba4ef5dd
--- /dev/null
+++ b/BNW_parameter_learning/standardizeData.m
@@ -0,0 +1,25 @@
+function [ cases ] = standardizeData( labels, node_sizes, cases )

+%standardizeData standardizes continuous nodes so they have a mean = 0

+%   and standard deviation = 1

+%   Detailed explanation goes here

+

+nnodes = size(labels,2);

+

+%fprintf(['Standardizing data for continuous nodes\n'])

+for i = 1:nnodes

+    if node_sizes(i) == 1

+        temp = cell2num(cases(i,:));

+        [temp] = standardize(temp);

+        cases(i,:) = num2cell(temp);

+    end

+end

+

+%write standardized data to file

+%fprintf(['Standardized data is written to file standardized_data.txt\n'])

+%fout = 'standardized_data.txt';

+%txt = sprintf([repmat('%s\t',1,size(labels,2))],labels{:});

+%dlmwrite(fout,txt,'');

+%dlmwrite(fout,cell2num(cases'),'-append','delimiter','\t');

+

+end

+