private static void prepare() {
List<String[]> data = new LinkedList<>();
data.addAll(Parser.parse("/home/desktop/Documents/Git/fann/project/garcon.csv", ";"));
data.addAll(Parser.parse("/home/desktop/Documents/Git/fann/project/fille.csv", ";"));
Person[] persons = Person.buildFrom(data);
Shuffler<Person> shuffler = new Shuffler<>();
shuffler.shuffle(persons);
String[] names = new String[persons.length];
for (int line = 0; line < persons.length; line++) {
Person person = persons[line];
names[line] = person.getName();
}
char[] charset = {
'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S',
'T', 'U', 'V', 'W', 'X', 'Y', 'Z'
};
int[][] charsFrequency = Analyzer.computeCharsFrequency(names, charset);
float[][] charsFrequencyNormalized = Analyzer.normalize(charsFrequency, 0, 1);
// float[][] firstChar = Analyzer.computeFirstChar(names, charset);
// float[][] lastChar = Analyzer.computeLastChar(names, charset);
// float[][] twoLastCharsWithoutOrder = Analyzer.computeTwoLastCharWithoutOrder(names,
// charset);
float[][] twoLastCharsWithOrder = Analyzer.computeTwoLastCharWithOrder(names, charset);
for (int line = 0; line < persons.length; line++) {
Person person = persons[line];
person.addInputs(charsFrequencyNormalized[line]);
// person.addInputs(firstChar[line]);
// person.addInputs(lastChar[line]);
// person.addInputs(twoLastCharsWithoutOrder[line]);
person.addInputs(twoLastCharsWithOrder[line]);
}
Splitter<Person> splitter = new Splitter<>();
List<Person[]> bases = splitter.split(Person.class, persons, 0.2f);
Person[] trainingBase = bases.get(0);
Person[] testingBase = bases.get(1);
Converter.toFile(
"/home/desktop/Documents/Git/fann/project/base/training_base.txt", trainingBase, ' ');
Converter.toFile(
"/home/desktop/Documents/Git/fann/project/base/testing_base.txt", testingBase, ' ');
}
