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bayes.php
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<?php
class Bayes
{
private $pegawai = "data.json";
// private $jumTrue = 0;
// private $jumFalse = 0;
// private $jumData = 0;
function __construct()
{
}
/*================================================================
FUNCTION SUM TRUE DAN FALSE
=================================================================*/
function sumTrue()
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
$t = 0;
foreach($hasil as $hasil)
{
if($hasil['status'] == 1){
$t += 1;
}
}
return $t;
}
function sumFalse()
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
$t = 0;
foreach($hasil as $hasil)
{
if($hasil['status'] == 0){
$t += 1;
}
}
return $t;
}
function sumData()
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
return count($hasil);
}
//=================================================================
/*================================================================
FUNCTION PROBABILITAS
=================================================================*/
function probUmur($umur,$status)
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
$t = 0;
foreach ($hasil as $hasil) {
if($hasil['umur'] == $umur && $hasil['status'] == $status){
$t += 1;
}else if($hasil['umur'] == $umur && $hasil['status'] == $status){
$t +=1;
}
}
return $t;
}
function probTinggi($tinggi,$status)
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
$t = 0;
foreach ($hasil as $hasil) {
if($hasil['tinggi'] == $tinggi && $hasil['status'] == $status){
$t += 1;
}else if($hasil['tinggi'] == $tinggi && $hasil['status'] == $status){
$t +=1;
}
}
return $t;
}
function probBeratB($bb,$status)
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
$t = 0;
foreach ($hasil as $hasil) {
if($hasil['berat_badan'] == $bb && $hasil['status'] == $status){
$t += 1;
}else if($hasil['berat_badan'] == $bb && $hasil['status'] == $status){
$t +=1;
}
}
return $t;
}
function probPendidikan($pendidikan,$status)
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
$t = 0;
foreach ($hasil as $hasil) {
if($hasil['pendidikan'] == $pendidikan && $hasil['status'] == $status){
$t += 1;
}else if($hasil['pendidikan'] == $pendidikan && $hasil['status'] == $status){
$t +=1;
}
}
return $t;
}
function probKesehatan($kesehatan,$status)
{
$data = file_get_contents($this->pegawai);
$hasil = json_decode($data,true);
$t = 0;
foreach ($hasil as $hasil) {
if($hasil['kesehatan'] == $kesehatan && $hasil['status'] == $status){
$t += 1;
}else if($hasil['kesehatan'] == $kesehatan && $hasil['status'] == $status){
$t +=1;
}
}
return $t;
}
//=================================================================
/*=================================================================
MARI BERHITUNG
keterangan parameter :
$sT : jumlah data yang bernilai true ( sumTrue )
$sF : jumlah data yang bernilai false ( sumFalse )
$sD : jumlah data pada data latih ( sumData )
$pU : jumlah probabilitas umur ( probUmur )
$pT : jumlah probabilitas tinggi ( probTinggi )
$pBB : jumlah probabilitas berat badan ( probBB )
$pK : jumlah probabilitas kesehatan ( probKesehatan )
$pP : jumlah probabilitas pendidikan (probPendidikan )
==================================================================*/
function hasilTrue($sT = 0 , $sD = 0 , $pU = 0 ,$pT = 0, $pBB = 0,$pK = 0, $pP = 0)
{
$paTrue = $sT / $sD;
$p1 = $pU / $sT;
$p2 = $pT / $sT;
$p3 = $pBB / $sT;
$p4 = $pK / $sT;
$p5 = $pP / $sT;
$hsl = $paTrue * $p1 * $p2 * $p3 * $p4 * $p5;
return $hsl;
}
function hasilFalse($sF = 0 , $sD = 0 , $pU = 0 ,$pT = 0, $pBB = 0,$pK = 0, $pP = 0)
{
$paFalse = $sF / $sD;
$p1 = $pU / $sF;
$p2 = $pT / $sF;
$p3 = $pBB / $sF;
$p4 = $pK / $sF;
$p5 = $pP / $sF;
$hsl = $paFalse * $p1 * $p2 * $p3 * $p4 * $p5;
return $hsl;
}
function perbandingan($pATrue,$pAFalse)
{
if($pATrue > $pAFalse){
$stt = "DITERIMA";
$hitung = ($pATrue / ($pATrue + $pAFalse)) * 100;
$diterima = 100 - $hitung;
}elseif($pAFalse > $pATrue)
{
$stt = "DITOLAK";
$hitung = ($pAFalse / ($pAFalse + $pATrue)) * 100;
$diterima = 100 - $hitung;
}
$hsl = array($stt,$hitung,$diterima);
return $hsl;
}
//=================================================================
}
?>