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Copy pathpredict.php
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307 lines (259 loc) · 16.1 KB
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<div class="row">
<!-- page header -->
<div class="col-lg-12">
<h1 class="page-header">Prediksi</h1>
</div>
<!-- end page header -->
</div>
<div class="row">
<div class="col-lg-12">
<!-- Advanced Tables -->
<div class="panel panel-primary">
<div class="panel-heading">
Prediksi Pengunduran Diri Mahasiswa
</div>
<div class="panel-body">
<br><br>
<?php
if(isset($_POST['search'])){
$nim = $_POST['nim'];
?>
<script type="text/javascript">
window.location='index.php?page=predict&&nim=<?php echo $nim; ?>';
</script>
<?php }
?>
<!-- Form Mahasiswa -->
<form id="mahasiswa" action="" method="POST">
<div class="col-lg-4">
<input type='text' name='nim' id='auto' class="form-control" placeholder="--Cari NIM Mahasiswa--">
</div>
<button class="btn btn-primary" type="submit" name="search">
<i class="fa fa-search"></i> Cari
</button>
</form>
<div class="col-lg-4">
<a href="?page=predictName">Cari Nama</a>
</div>
<br><br><br>
<?php
if(isset($_GET['nim'])){
?>
<div class="table-responsive">
<?php
$nim = $_GET['nim'];
$sqlget = "SELECT * FROM datasets WHERE nim = '$nim' ";
$query = mysqli_query($conn,$sqlget) or die(mysqli_error($conn));
$row = mysqli_fetch_array($query);
?>
<table>
<tr>
<td>NIM</td><td>:</td><td> <?php echo $row['nim']; ?></td>
</tr>
<tr>
<td>Nama Mahasiswa</td><td>:</td><td> <?php echo $row['nama']; ?></td>
</tr>
<tr>
<td><b><?php if($row['beasiswa']==1){
echo "Mendapat Beasiswa";
}else{
echo "Tidak Mendapat Beasiswa";
} ?></b></td>
</tr>
</table>
<br>
<div class="panel panel-default">
<div class="panel-body">
<div class="row">
<form id="form-predict">
<table class="table table-striped table-bordered table-hover table-responsive" id="predict">
<thead>
<tr class="odd gradeX">
<th>IPK Terakhir</th>
<th>Semester</th>
<th>Penghasilan Orang Tua</th>
<th>Jarak Menuju Kampus</th>
<th>Jenis Kelamin</th>
<th>Prediksi</th>
</tr>
</thead>
<tbody>
<tr class="odd gradeX">
<td><input type="text" id="ipk" name="ipk" class="form-control" size="10" value="<?php echo $row['ipk']; ?>"></td>
<input type="hidden" name="nim" value="<?php echo $row['nim']; ?>">
<input type="hidden" name="beasiswa" value="<?php echo $row['beasiswa']; ?>">
<td><input type="text" id="semester" name="semester" class="form-control" size="10" value="<?php echo $row['semester']; ?>"></td>
<td><input type="text" id="penghasilan" name="id_penghasilan" class="form-control" size="10" value="<?php echo $row['id_penghasilan']; ?>"></td>
<td><input type="text" id="jarak" name="jarak" class="form-control" size="10" value="<?php echo $row['jarak']; ?>"></td>
<td><input type="text" id="jenis_kelamin" name="jenis_kelamin" class="form-control" size="10" value="<?php
if($row['jenis_kelamin']=='L'){
echo "1";
}else{
echo "0";
} ?>"></td>
<input type="hidden" name="fakta" value="<?php echo $row['fakta']; ?>">
<input type="hidden" name="lulus" value="<?php echo $row['lulus']; ?>">
<td><input type="submit" class="btn btn-primary" value="Predict"></td>
</tr>
</tbody>
</table>
</form>
</div>
</div>
</div>
</div>
</div>
</div>
<!--End Advanced Tables -->
<?php } ?>
</div>
</div>
<div class="row">
<!-- Modal -->
<div class="modal fade" id="modal-hasil" tabindex="-1" role="dialog" aria-labelledby="myModalLabel">
<div class="modal-dialog" role="document">
<div class="modal-content">
<div class="modal-header">
<center><h4><strong>Prediksi Pengunduran Diri</strong></h4></center>
<h4 class="form-wording" id="myModalLabel"></h4>
</div>
<div class="modal-body">
<center><h5><b>Status: <span class="status"></span></b></h5></center>
<br>
<h5>Persentase Mengundurkan Diri: <b><span class="percentage_do"></span> %</b></h5>
<h5>Persentase Tidak Mengundurkan Diri: <b><span class="percentage_not_do"></span> %</b></h5>
<h5><b><span class="alasan"></span></b></h5>
<h5><b><span class="solusi"></span></b></h5>
<h5><b><span class="dampak"></span></b></h5>
</div>
<div class="modal-footer">
<button type="button" class="btn btn-danger" data-dismiss="modal">Close</button>
</div>
</div>
</div>
</div>
</div>
<!-- End Modals-->
<script type="text/javascript" src="http://code.jquery.com/jquery-1.9.1.min.js"></script>
<script type="text/javascript" src="http://code.jquery.com/ui/1.10.1/jquery-ui.min.js"></script>
<script type="text/javascript">
$(function() {
//autocomplete
$('#auto').autocomplete({
source: "search.php",
minLength: 1
});
});
$("#form-predict").submit(function(e) {
var url = "http://0.0.0.0:5000/api/v1.0/predict";
var data = $("#form-predict").serialize()
console.log("data", data)
$.ajax({
type: "POST",
url: url,
data: data, // serializes the form's elements.
success: function(data)
{
$('#modal-hasil').modal('show');
$('.percentage_do').html((data.response.percentage_do)*100);
$('.percentage_not_do').html((data.response.percentage_not_do)*100);
if (data.response.status == 1) {
var nim = data.response.nim;
var ipk = data.response.ipk;
var semester = data.response.semester;
var penghasilan = data.response.penghasilan;
var jarak = data.response.jarak;
var beasiswa = data.response.beasiswa;
var angkatan = nim.substring(0, 4);
if (angkatan == '2010') {
var pembagiSMT = 14;
} else if (angkatan == '2011') {
var pembagiSMT = 12;
} else if (angkatan == '2012') {
var pembagiSMT = 10;
} else if (angkatan == '2013') {
var pembagiSMT = 8;
} else if (angkatan == '2014') {
var pembagiSMT = 6;
} else if (angkatan == '2015') {
var pembagiSMT = 4;
}
normalizedIPK = ipk / 4;
normalizedPenghasilan = penghasilan / 8;
normalizedJarak = 1 - (jarak / 42);
normalizedSMT = semester / pembagiSMT;
if (normalizedIPK < normalizedSMT && normalizedIPK < normalizedPenghasilan && normalizedIPK < normalizedJarak) {
if(beasiswa == 1){
var alasan = 'IPK rendah';
var dampak = 'Beasiswa yang didapat akan dicabut';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.dampak').html("Dampak: " + dampak);
}else{
var alasan = 'IPK rendah';
var solusi = 'Untuk diberikan binaan agar IPK naik';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.solusi').html("Solusi: " + solusi);
}
} else if (normalizedPenghasilan < normalizedIPK && normalizedPenghasilan < normalizedJarak && normalizedPenghasilan < normalizedSMT) {
if(beasiswa == 1){
$('.status').html("Tidak Mengundurkan Diri");
}else{
var alasan = 'Penghasilan Orang Tua Rendah';
var solusi = 'Disarankan mengajukan beasiswa';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.solusi').html("Solusi: " + solusi);
}
} else if (normalizedJarak < normalizedIPK && normalizedJarak < normalizedPenghasilan && normalizedJarak < normalizedSMT) {
var alasan = 'Jarak menuju kampus jauh';
var solusi = 'Disarankan untuk sewa kos didekat kampus';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.solusi').html("Solusi: " + solusi);
}else if(normalizedSMT < normalizedIPK && normalizedSMT < normalizedPenghasilan && normalizedSMT < normalizedJarak){
if(beasiswa == 1){
var alasan = 'Semester yang ditempuh kurang';
var dampak = 'Beasiswa yang didapat akan dicabut';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.dampak').html("Dampak: " + dampak);
}else{
var alasan = 'Semester yang ditempuh kurang';
var solusi = 'Disarankan agar tidak mengajukan cuti akademik';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.solusi').html("Solusi: " + solusi);
}
}else{
if(beasiswa == 1){
var alasan = 'Semester yang ditempuh kurang';
var dampak = 'Beasiswa yang didapat akan dicabut';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.dampak').html("Dampak: " + dampak);
}else{
var alasan = 'Semester yang ditempuh kurang';
var solusi = 'Disarankan agar tidak mengajukan cuti akademik';
$('.status').html("<font color=red>Mengundurkan Diri</font>");
$('.alasan').html("Alasan: " + alasan);
$('.solusi').html("Solusi: " + solusi);
}
}
console.log("normalized ipk", normalizedIPK);
console.log("normalized semester", normalizedSMT);
console.log("normalized penghasilan", normalizedPenghasilan);
console.log("normalized jarak", normalizedJarak);
console.log("alasan", alasan);
}else{
$('.status').html("Tidak Mengundurkan Diri");
}
},
error: function (request, status, error) {
alert(request.responseText);
}
});
e.preventDefault(); // avoid to execute the actual submit of the form.
});
</script>