function parseTIKI($html)
{
//$htmltiki = file_get_contents($tiki);
$htmltiki = str_replace(" _\n\t\t", " ", $html);
$hasil = explode("</table>", $htmltiki);
$hasil = $hasil[2];
$hasil = explode("</font></td></tr>", $hasil);
$hasil = $hasil[1];
$hasil = explode("align='left'>- ", $hasil);
//$htmltarrif = str_get_html($hasil);
$hasilnya = "";
foreach ($hasil as $key) {
# code...
$hasiltmp = pangkas($key);
$hasilnya .= $hasiltmp . "<br>\n";
}
return $hasilnya;
}
function pembentukan_tree($N_parent, $kasus)
{
//mengisi kondisi
if ($N_parent != '') {
$kondisi = $N_parent . " AND " . $kasus;
} else {
$kondisi = $kasus;
}
echo $kondisi . "<br>";
//cek data heterogen / homogen???
$cek = cek_heterohomogen('ipk', $kondisi);
if ($cek == 'homogen') {
echo "<br>LEAF ";
$sql_keputusan = mysql_query("SELECT DISTINCT(ipk) FROM data_training WHERE {$kondisi}");
$row_keputusan = mysql_fetch_array($sql_keputusan);
$keputusan = $row_keputusan['0'];
//insert atau lakukan pemangkasan cabang
pangkas($N_parent, $kasus, $keputusan);
} else {
if ($cek == 'heterogen') {
//cek jumlah data
$jumlah = jumlah_data($kondisi);
if ($jumlah < 8) {
echo "<br>LEAF ";
$Ntinggi = $kondisi . " AND ipk='tinggi'";
$Nrendah = $kondisi . " AND ipk='rendah'";
$jumlahTinggi = jumlah_data("{$Ntinggi}");
$jumlahRendah = jumlah_data("{$Nrendah}");
if ($jumlahTinggi <= $jumlahRendah) {
$keputusan = 'Rendah';
} else {
$keputusan = 'Tinggi';
}
//insert atau lakukan pemangkasan cabang
pangkas($N_parent, $kasus, $keputusan);
} else {
//jika kondisi tidak kosong kondisi_ipk=tambah and
$kondisi_ipk = '';
if ($kondisi != '') {
$kondisi_ipk = $kondisi . " AND ";
}
$jml_tinggi = jumlah_data("{$kondisi_ipk} ipk='Tinggi'");
$jml_rendah = jumlah_data("{$kondisi_ipk} ipk='Rendah'");
$jml_total = $jml_tinggi + $jml_rendah;
echo "Jumlah data = " . $jml_total . "<br>";
echo "Jumlah tinggi = " . $jml_tinggi . "<br>";
echo "Jumlah rendah = " . $jml_rendah . "<br>";
//hitung entropy semua
$entropy_all = hitung_entropy($jml_tinggi, $jml_rendah);
echo "Entropy = " . $entropy_all . "<br>";
//cek berapa nilai setiap atribut
$nilai_instansi = array();
$nilai_instansi = cek_nilaiAtribut('instansi', $kondisi);
$jmlInstansi = count($nilai_instansi);
$nilai_status = array();
$nilai_status = cek_nilaiAtribut('status', $kondisi);
$jmlStatus = count($nilai_status);
$nilai_jurusan = array();
$nilai_jurusan = cek_nilaiAtribut('jurusan', $kondisi);
$jmlJurusan = count($nilai_jurusan);
$nilai_kerja = array();
$nilai_kerja = cek_nilaiAtribut('kerja', $kondisi);
$jmlKerja = count($nilai_kerja);
$nilai_motivasi = array();
$nilai_motivasi = cek_nilaiAtribut('motivasi', $kondisi);
$jmlMotivasi = count($nilai_motivasi);
//hitung gain atribut
mysql_query("TRUNCATE gain");
//instansi
if ($jmlInstansi != 1) {
$NA1Instansi = "instansi='{$nilai_instansi['0']}'";
$NA2Instansi = "";
$NA3Instansi = "";
if ($jmlInstansi == 2) {
$NA2Instansi = "instansi='{$nilai_instansi['1']}'";
} else {
if ($jmlInstansi == 3) {
$NA2Instansi = "instansi='{$nilai_instansi['1']}'";
$NA3Instansi = "instansi='{$nilai_instansi['2']}'";
}
}
hitung_gain($kondisi, "instansi", $entropy_all, $NA1Instansi, $NA2Instansi, $NA3Instansi, "", "");
}
//status
if ($jmlStatus != 1) {
$NA1Status = "status='{$nilai_status['0']}'";
$NA2Status = "status='{$nilai_status['1']}'";
hitung_gain($kondisi, "status", $entropy_all, $NA1Status, $NA2Status, "", "", "");
}
//jurusan
if ($jmlJurusan != 1) {
$NA1Jurusan = "jurusan='{$nilai_jurusan['0']}'";
$NA2Jurusan = "";
$NA3Jurusan = "";
$NA4Jurusan = "";
$NA5Jurusan = "";
if ($jmlJurusan == 2) {
$NA2Jurusan = "jurusan='{$nilai_jurusan['1']}'";
} else {
if ($jmlJurusan == 3) {
$NA2Jurusan = "jurusan='{$nilai_jurusan['1']}'";
$NA3Jurusan = "jurusan='{$nilai_jurusan['2']}'";
} else {
if ($jmlJurusan == 4) {
$NA2Jurusan = "jurusan='{$nilai_jurusan['1']}'";
$NA3Jurusan = "jurusan='{$nilai_jurusan['2']}'";
$NA4Jurusan = "jurusan='{$nilai_jurusan['3']}'";
} else {
if ($jmlJurusan == 5) {
$NA2Jurusan = "jurusan='{$nilai_jurusan['1']}'";
$NA3Jurusan = "jurusan='{$nilai_jurusan['2']}'";
$NA4Jurusan = "jurusan='{$nilai_jurusan['3']}'";
$NA5Jurusan = "jurusan='{$nilai_jurusan['4']}'";
}
}
}
}
hitung_gain($kondisi, "jurusan", $entropy_all, $NA1Jurusan, $NA2Jurusan, $NA3Jurusan, $NA4Jurusan, $NA5Jurusan);
}
//kerja
if ($jmlKerja != 1) {
$NA1Kerja = "kerja='{$nilai_kerja['0']}'";
$NA2Kerja = "kerja='{$nilai_kerja['1']}'";
hitung_gain($kondisi, "kerja", $entropy_all, $NA1Kerja, $NA2Kerja, "", "", "");
}
//motivasi
if ($jmlMotivasi != 1) {
$NA1Motivasi = "motivasi='{$nilai_motivasi['0']}'";
$NA2Motivasi = "";
$NA3Motivasi = "";
if ($jmlMotivasi == 2) {
$NA2Motivasi = "motivasi='{$nilai_motivasi['1']}'";
} else {
if ($jmlMotivasi == 3) {
$NA2Motivasi = "motivasi='{$nilai_motivasi['1']}'";
$NA3Motivasi = "motivasi='{$nilai_motivasi['2']}'";
}
}
hitung_gain($kondisi, "motivasi", $entropy_all, $NA1Motivasi, $NA2Motivasi, $NA3Motivasi, "", "");
}
//hitung gain atribut Numerik
hitung_gain($kondisi, "rata UN posisi 6.5", $entropy_all, "rata_un<=6.5", "rata_un>6.5", "", "", "");
hitung_gain($kondisi, "rata UN posisi 6.75", $entropy_all, "rata_un<=6.75", "rata_un>6.75", "", "", "");
hitung_gain($kondisi, "rata UN posisi 7", $entropy_all, "rata_un<=7", "rata_un>7", "", "", "");
hitung_gain($kondisi, "rata UN posisi 7.25", $entropy_all, "rata_un<=7.25", "rata_un>7.25", "", "", "");
hitung_gain($kondisi, "rata UN posisi 7.5", $entropy_all, "rata_un<=7.5", "rata_un>7.5", "", "", "");
hitung_gain($kondisi, "rata UN posisi 7.75", $entropy_all, "rata_un<=7.75", "rata_un>7.75", "", "", "");
hitung_gain($kondisi, "rata UN posisi 8", $entropy_all, "rata_un<=8", "rata_un>8", "", "", "");
hitung_gain($kondisi, "rata UN posisi 8.25", $entropy_all, "rata_un<=8.25", "rata_un>8.25", "", "", "");
hitung_gain($kondisi, "rata UN posisi 8.5", $entropy_all, "rata_un<=8.5", "rata_un>8.5", "", "", "");
hitung_gain($kondisi, "rata UN posisi 8.75", $entropy_all, "rata_un<=8.75", "rata_un>8.75", "", "", "");
//ambil nilai gain tertinggi
$sql_max = mysql_query("SELECT MAX(gain) FROM gain");
$row_max = mysql_fetch_array($sql_max);
$max_gain = $row_max['0'];
$sql = mysql_query("SELECT * FROM gain WHERE gain={$max_gain}");
$row = mysql_fetch_array($sql);
$atribut = $row['1'];
echo "Atribut terpilih = " . $atribut . ", dengan nilai gain = " . $max_gain . "<br>";
echo "<br>================================<br>";
//percabangan jika nilai atribut lebih dari 2 hitung rasio terlebih dahulu
//INSTANSI TERPILIH
if ($atribut == "instansi") {
//jika nilai atribut 3
if ($jmlInstansi == 3) {
//hitung rasio
$cabang = array();
$cabang = hitung_rasio($kondisi, 'instansi', $max_gain, $nilai_instansi[0], $nilai_instansi[1], $nilai_instansi[2], '', '');
$exp_cabang = explode(" , ", $cabang[1]);
proses_DT($kondisi, "({$atribut}='{$cabang['0']}')", "({$atribut}='{$exp_cabang['0']}' OR {$atribut}='{$exp_cabang['1']}')");
} else {
if ($jmlInstansi == 2) {
proses_DT($kondisi, "({$atribut}='{$nilai_instansi['0']}')", "({$atribut}='{$nilai_instansi['1']}')");
}
}
} else {
if ($atribut == "status") {
proses_DT($kondisi, "({$atribut}='Negeri')", "({$atribut}='Swasta')");
} else {
if ($atribut == "jurusan") {
//jika nilai atribut 5
if ($jmlJurusan == 5) {
//hitung rasio
$cabang = array();
$cabang = hitung_rasio($kondisi, 'jurusan', $max_gain, $nilai_jurusan[0], $nilai_jurusan[1], $nilai_jurusan[2], $nilai_jurusan[3], $nilai_jurusan[4]);
$exp_cabang = explode(" , ", $cabang[1]);
proses_DT($kondisi, "({$atribut}='{$cabang['0']}')", "({$atribut}='{$exp_cabang['0']}' OR {$atribut}='{$exp_cabang['1']}' OR {$atribut}='{$exp_cabang['2']}' OR {$atribut}='{$exp_cabang['3']}')");
} else {
if ($jmlJurusan == 4) {
//hitung rasio
$cabang = array();
$cabang = hitung_rasio($kondisi, 'jurusan', $max_gain, $nilai_jurusan[0], $nilai_jurusan[1], $nilai_jurusan[2], $nilai_jurusan[3], '');
$exp_cabang = explode(" , ", $cabang[1]);
proses_DT($kondisi, "({$atribut}='{$cabang['0']}')", "({$atribut}='{$exp_cabang['0']}' OR {$atribut}='{$exp_cabang['1']}' OR {$atribut}='{$exp_cabang['2']}')");
} else {
if ($jmlJurusan == 3) {
//hitung rasio
$cabang = array();
$cabang = hitung_rasio($kondisi, 'jurusan', $max_gain, $nilai_jurusan[0], $nilai_jurusan[1], $nilai_jurusan[2], '', '');
$exp_cabang = explode(" , ", $cabang[1]);
proses_DT($kondisi, "({$atribut}='{$cabang['0']}')", "({$atribut}='{$exp_cabang['0']}' OR {$atribut}='{$exp_cabang['1']}')");
} else {
if ($jmlJurusan == 2) {
proses_DT($kondisi, "({$atribut}='{$nilai_jurusan['0']}')", "({$atribut}='{$nilai_jurusan['1']}')");
}
}
}
}
} else {
if ($atribut == "rata UN posisi 6.5") {
proses_DT($kondisi, "(rata_un<=6.5)", "(rata_un>6.5)");
} else {
if ($atribut == "rata UN posisi 6.75") {
proses_DT($kondisi, "(rata_un<=6.75)", "(rata_un>6.75)");
} else {
if ($atribut == "rata UN posisi 7") {
proses_DT($kondisi, "(rata_un<=7)", "(rata_un>7)");
} else {
if ($atribut == "rata UN posisi 7.25") {
proses_DT($kondisi, "(rata_un<=7.25)", "(rata_un>7.25)");
} else {
if ($atribut == "rata UN posisi 7.5") {
proses_DT($kondisi, "(rata_un<=7.5)", "(rata_un>7.5)");
} else {
if ($atribut == "rata UN posisi 7.75") {
proses_DT($kondisi, "(rata_un<=7.75)", "(rata_un>7.75)");
} else {
if ($atribut == "rata UN posisi 8") {
proses_DT($kondisi, "(rata_un<=8)", "(rata_un>8)");
} else {
if ($atribut == "rata UN posisi 8.25") {
proses_DT($kondisi, "(rata_un<=8.25)", "(rata_un>8.25)");
} else {
if ($atribut == "rata UN posisi 8.5") {
proses_DT($kondisi, "(rata_un<=8.5)", "(rata_un>8.5)");
} else {
if ($atribut == "rata UN posisi 8.75") {
proses_DT($kondisi, "(rata_un<=8.75)", "(rata_un>8.75)");
} else {
if ($atribut == "kerja") {
proses_DT($kondisi, "({$atribut}='Sudah')", "({$atribut}='Belum')");
} else {
if ($atribut == "motivasi") {
//jika nilai atribut 3
if ($jmlMotivasi == 3) {
$cabang = array();
$cabang = hitung_rasio($kondisi, 'motivasi', $max_gain, $nilai_motivasi[0], $nilai_motivasi[1], $nilai_motivasi[2], '', '');
$exp_cabang = explode(" , ", $cabang[1]);
proses_DT($kondisi, "({$atribut}='{$cabang['0']}')", "({$atribut}='{$exp_cabang['0']}' OR {$atribut}='{$exp_cabang['1']}')");
} else {
if ($jmlMotivasi == 2) {
proses_DT($kondisi, "({$atribut}='{$nilai_motivasi['0']}')", "({$atribut}='{$nilai_motivasi['1']}')");
}
}
}
}
}
}
}
}
}
}
}
}
}
}
}
}
}
}
}
}
}
