/////////////////////////////////////////////
//               SocialAds                 //
/////////////////////////////////////////////

/*

** author **

Daniel Scholz
daniel@taralino.de


** data source **

Data created by author


** license **

CC0 1.0 Universal (CC0 1.0) Public Domain Dedication


** input **

0 gender / Geschlecht (0: männlich, 1: weiblich)
1 age / Alter (in Jahren)
2 salery / Geschätztes Jahresgehalt (in 1000 EUR)


** target **

3 clicked / Benutzer hat auf den Ad geklickt (0: nein, 1: ja)


*/


var SocialAds = new function() {

this.version = function () {
  return "2023-11-29";
};



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[0,34,86.5,1],
[0,29,68.5,1],
[0,24,79.4,1],
[0,58,114.2,1],
[1,37,101.0,0],
[0,74,96.4,0],
[1,68,43.2,0],
[1,49,59.6,0],
[0,20,33.5,0],
[0,30,42.0,0],
[0,72,85.3,0],
[1,34,97.4,1],
[0,74,60.8,0],
[0,27,56.8,1],
[1,69,126.5,0],
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[1,33,32.4,0],
[1,55,65.8,0],
[1,27,66.6,0],
[1,28,72.9,0],
[1,60,55.9,0],
[0,19,19.2,0],
[0,25,46.0,1],
[0,22,29.1,0],
[0,31,56.4,0],
[1,24,64.9,0],
[1,38,70.6,0],
[0,51,75.5,1],
[0,58,69.2,0],
[1,71,120.8,0],
[1,18,29.3,0],
[1,25,70.6,0],
[0,64,82.2,1],
[0,45,50.3,0],
[1,61,105.9,0],
[0,37,43.1,0],
[1,29,38.4,0],
[1,40,55.2,0],
[1,34,45.1,0],
[0,57,81.3,0],
[1,32,122.9,1],
[0,60,13.2,0],
[0,18,36.3,1],
[1,48,102.7,0],
[0,61,65.4,0],
[0,47,75.3,0],
[0,40,110.8,1],
[0,18,33.7,1],
[0,36,51.1,0],
[1,33,73.1,0],
[1,19,55.8,0],
[1,31,38.0,0],
[1,38,49.7,0],
[1,31,76.9,0],
[1,66,89.2,0],
[0,32,44.0,0],
[1,34,20.5,0],
[0,18,17.5,0],
[0,27,90.7,1],
[1,41,123.3,1],
[1,72,122.6,0],
[1,29,48.9,0],
[0,47,98.0,1],
[1,39,113.9,1],
[0,52,69.9,0],
[0,37,60.2,0],
[1,28,48.7,0],
[1,55,73.3,0],
[0,38,40.7,0],
[0,41,78.0,1],
[0,29,30.6,0],
[0,75,78.9,0],
[1,27,66.4,0],
[0,54,97.5,1],
[0,31,50.2,0],
[1,37,62.5,0],
[1,22,16.2,0],
[1,34,64.7,0],
[0,32,86.6,1],
[0,52,76.1,0],
[0,21,59.5,1],
[1,63,105.4,0],
[0,28,74.4,1],
[0,22,55.2,1],
[1,21,61.5,0],
[1,23,43.6,0],
[0,35,51.4,0],
[1,30,45.4,0],
[1,37,43.4,0],
[1,56,91.0,0],
[1,25,58.6,0],
[1,47,114.5,0],
[1,38,119.6,1],
[1,42,115.2,1],
[0,41,74.0,1],
[1,46,130.5,1],
[0,20,17.8,0],
[0,38,27.5,0],
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[0,31,51.4,1],
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[0,33,82.4,1],
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[0,35,97.2,1],
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[1,41,61.5,0],
[1,25,34.1,0],
[1,44,31.3,0],
[1,31,69.1,0],
[1,66,79.1,0],
[1,41,69.5,0],
[1,50,94.0,0],
[1,38,101.3,0],
[0,34,75.3,1],
[0,33,54.4,1],
[1,52,88.5,0],
[0,28,38.4,0],
[0,34,28.3,0],
[1,19,24.6,0],
[0,67,105.9,1],
[1,70,114.4,0],
[0,34,60.3,1],
[0,42,29.1,0],
[1,54,72.6,0],
[0,40,23.2,0],
[1,72,125.9,0],
[0,23,26.9,0],
[0,25,25.5,0],
[0,50,100.5,1],
[1,46,101.5,0],
[1,44,72.8,0],
[0,73,88.0,0],
[0,67,108.4,1],
[1,29,54.9,0],
[1,30,44.6,0],
[0,57,62.9,0],
[0,24,28.5,0],
[1,24,90.7,1],
[0,56,90.9,1],
[0,36,71.2,1],
[1,60,81.1,0],
[0,64,95.4,0],
[1,28,51.1,0],
[0,40,53.9,0],
[1,67,115.0,0],
[0,39,105.1,1],
[1,49,79.7,0],
[1,31,50.0,0]
];





function get_item(k) {
  var s = data[k];
  var h = [];
  for (var i = 0; i < 3; i++) h.push(s[i]);
  var o = (s[3] == 0 ? [1,0] : [0,1]);
  return {input:h, output:o, index:s[3], target:s[3]};
};


this.train = function() {
  var count = 1e6;
  if (arguments.length > 0) {
    if (typeof(arguments[0].count) == "number") count = Math.max(2, Math.round(arguments[0].count));
  };
  var X = [];
  for (var k = 0; k < data.length; k++) {
    if (k % 4 != 0) X.push(get_item(k));
    if (X.length >= count) break;
  };
  return X;
};


this.test = function() {
  var count = 1e6;
  if (arguments.length > 0) {
    if (typeof(arguments[0].count) == "number") count = Math.max(2, Math.round(arguments[0].count));
  };
  var X = [];
  for (var k = 0; k < data.length; k++) {
    if (k % 4 == 0) X.push(get_item(k));
    if (X.length >= count) break;
  };
  return X;
};


this.dataset = function() {
  var X = [];
  for (var k = 0; k < data.length; k++) X.push(get_item(k));
  return X;
};


this.get = function() {
  var X = [];
  for (var i = 0; i < data.length; i++) {
    var h = [];
    for (var j = 0; j < data[i].length; j++) h.push(data[i][j]);
    X.push(h);
  };
  return X;
};







};