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[add] TestData Done

This commit is contained in:
Zhaqian Rouf Alfauzi 2025-02-09 03:56:09 +07:00
parent 518705c6b1
commit 7ec1dcb5c1
16 changed files with 947 additions and 16 deletions
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2
app/Http/Controllers/AuthController.php
View File

@ -83,7 +83,7 @@ public function register(Request $request)
'email' => 'required|email|unique:users,email',
'password' => 'required|min:6',
'jenis_kelamin' => 'required|in:Laki-laki,Perempuan',
'asal_daerah' => 'required|in:Jawa,luarJawa',
'asal_daerah' => 'required|in:dalamProvinsi,luarProvinsi',
]);
// Buat user baru dengan role "santri"

2
app/Http/Controllers/SantriController.php
View File

@ -59,7 +59,7 @@ public function updateProfile(Request $request)
$request->validate([
'name' => 'required|string|max:255',
'email' => 'required|email|unique:users,email,' . $user->id,
'asal_daerah' => 'required|in:Jawa,luarJawa',
'asal_daerah' => 'required|in:dalamProvinsi,luarProvinsi',
'password' => 'nullable|min:6|same:password_confirmation',
], [
'password.same' => 'Konfirmasi password tidak cocok.',

139
app/Http/Controllers/TestDataController.php Normal file
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@ -0,0 +1,139 @@
<?php
namespace App\Http\Controllers;
use Illuminate\Http\Request;
use Illuminate\Support\Facades\Log;
use App\Models\TrainData;
use App\Models\TestData;
use Phpml\Classification\NaiveBayes;
class TestDataController extends Controller
{
public function showTestData(Request $request)
{
$percentage = $request->input('percentage', 100);
$totalTrainData = TrainData::count();
$limit = round(($percentage / 100) * $totalTrainData);
// **Hapus semua data di TestData secara aman**
TestData::query()->delete();
// **Ambil data latih sesuai persentase**
$trainData = TrainData::inRandomOrder()->limit($limit)->get();
// **Gunakan array untuk menyimpan NIS unik**
$existingNIS = [];
foreach ($trainData as $data) {
if (!in_array($data->nis, $existingNIS)) { // Cek jika NIS belum ada
TestData::create([
'nama' => $data->nama,
'jenis_kelamin' => $data->jenis_kelamin,
'nis' => $data->nis,
'asal_daerah' => $data->asal_daerah,
'tahun_angkatan' => $data->tahun_angkatan,
'alquran' => $data->alquran,
'alhadis' => $data->alhadis,
'status' => $data->status,
'created_at' => now(),
'updated_at' => now(),
]);
$existingNIS[] = $data->nis; // Tambahkan ke array
}
}
// **Jalankan klasifikasi otomatis setelah data dipilih**
$this->classifyData();
// **Ambil kembali data uji**
$testData = TestData::all();
$totalTestData = $testData->count();
// **Hitung akurasi berdasarkan prediksi**
$correctPredictions = TestData::whereColumn('status', 'predicted_status')->count();
$accuracy = ($totalTestData > 0) ? ($correctPredictions / $totalTestData) * 100 : 0;
// **Hitung probabilitas berdasarkan status prediksi**
$probStatus = [
'Tepat' => TestData::where('predicted_status', 'Tercapai')->count() * 100 / max(1, $totalTestData),
'Terlambat' => TestData::where('predicted_status', 'Tidak Tercapai')->count() * 100 / max(1, $totalTestData),
];
// **Hitung probabilitas berdasarkan jenis kelamin**
$probGender = TestData::groupBy('jenis_kelamin')
->selectRaw("jenis_kelamin, COUNT(*) * 100 / $totalTestData as probability")
->pluck('probability', 'jenis_kelamin')
->toArray();
$probGender = [
'Laki-laki' => $probGender['Laki-laki'] ?? 0,
'Perempuan' => $probGender['Perempuan'] ?? 0,
];
// **Hitung probabilitas berdasarkan asal daerah**
$probRegion = TestData::groupBy('asal_daerah')
->selectRaw("asal_daerah, COUNT(*) * 100 / $totalTestData as probability")
->pluck('probability', 'asal_daerah')
->toArray();
$probRegion = [
'Dalam Provinsi' => $probRegion['Dalam Provinsi'] ?? 0,
'Luar Provinsi' => $probRegion['Luar Provinsi'] ?? 0,
];
return view('pages.admin.exam-data', compact(
'testData',
'totalTestData',
'accuracy',
'probStatus',
'probGender',
'probRegion'
));
}
private function classifyData()
{
if (TestData::count() == 0) {
return;
}
// Ambil data latih untuk model
$trainSamples = TrainData::all()->map(function ($item) {
return [$item->alquran, $item->alhadis]; // Fitur
})->toArray();
$trainLabels = TrainData::pluck('status')->values()->toArray();
// Ambil data uji
$testSamples = TestData::all()->map(function ($item) {
return [$item->alquran, $item->alhadis]; // Fitur
})->toArray();
if (count($trainSamples) == 0 || count($testSamples) == 0) {
return;
}
// Jalankan Naive Bayes
$classifier = new NaiveBayes();
$classifier->train($trainSamples, $trainLabels);
$predictedLabels = $classifier->predict($testSamples);
// Simpan hasil prediksi
$testData = TestData::all();
foreach ($testData as $index => $data) {
$data->predicted_status = $predictedLabels[$index] ?? 'Belum Diklasifikasi';
$data->save();
}
// ✅ Tambahkan debug log untuk memastikan prediksi disimpan
Log::info("DEBUG: Hasil Prediksi Naive Bayes", [
"Total Test Data" => count($testSamples),
"Predicted Labels" => $predictedLabels,
]);
}
}

27
app/Models/TestData.php Normal file
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@ -0,0 +1,27 @@
<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Factories\HasFactory;
use Illuminate\Database\Eloquent\Model;
class TestData extends Model
{
use HasFactory;
protected $table = 'test_data';
protected $fillable = [
'nama',
'jenis_kelamin',
'nis',
'asal_daerah',
'tahun_angkatan',
'alquran',
'alhadis',
'status',
'predicted_status',
];
public $timestamps = true; // Pastikan timestamps diaktifkan
}

3
composer.json
View File

@ -10,7 +10,8 @@
"laravel/framework": "^10.10",
"laravel/sanctum": "^3.3",
"laravel/tinker": "^2.8",
"maatwebsite/excel": "^3.1"
"maatwebsite/excel": "^3.1",
"php-ai/php-ml": "^0.10.0"
},
"require-dev": {
"fakerphp/faker": "^1.9.1",

55
composer.lock generated
View File

@ -4,7 +4,7 @@
"Read more about it at https://getcomposer.org/doc/01-basic-usage.md#installing-dependencies",
"This file is @generated automatically"
],
"content-hash": "fd4872b22b5625c027fc603f79579a78",
"content-hash": "1f8c5d8ab4e7f989941663cca94f3cfe",
"packages": [
{
"name": "brick/math",
@ -2871,6 +2871,59 @@
],
"time": "2023-02-08T01:06:31+00:00"
},
{
"name": "php-ai/php-ml",
"version": "0.10.0",
"source": {
"type": "git",
"url": "git@gitlab.com:php-ai/php-ml.git",
"reference": "543f11158c57bf64ef8ddecd5bab51d396d39f50"
},
"dist": {
"type": "zip",
"url": "https://gitlab.com/api/v4/projects/php-ai%2Fphp-ml/repository/archive.zip?sha=543f11158c57bf64ef8ddecd5bab51d396d39f50",
"reference": "543f11158c57bf64ef8ddecd5bab51d396d39f50",
"shasum": ""
},
"require": {
"php": "^8.0"
},
"require-dev": {
"phpbench/phpbench": "^1.2",
"phpstan/phpstan": "^0.12",
"phpstan/phpstan-phpunit": "^0.12",
"phpstan/phpstan-strict-rules": "^0.12",
"phpunit/phpunit": "^8.0"
},
"type": "library",
"autoload": {
"psr-4": {
"Phpml\\": "src/"
}
},
"notification-url": "https://packagist.org/downloads/",
"license": [
"MIT"
],
"authors": [
{
"name": "Arkadiusz Kondas",
"email": "arkadiusz.kondas@gmail.com"
}
],
"description": "PHP-ML - Machine Learning library for PHP",
"homepage": "https://gitlab.com/php-ai/php-ml",
"keywords": [
"Neural network",
"artificial intelligence",
"computational learning theory",
"data science",
"feature extraction",
"machine learning",
"pattern recognition"
],
"time": "2022-11-09T09:25:29+00:00"
},
{
"name": "phpoffice/phpspreadsheet",
"version": "1.29.10",

2
database/migrations/2014_10_12_000000_create_users_table.php
View File

@ -16,7 +16,7 @@ public function up(): void
$table->string('password');
$table->enum('role', ['admin', 'santri'])->default('santri');
$table->enum('jenis_kelamin', ['Laki-laki', 'Perempuan'])->nullable();
$table->enum('asal_daerah', ['Jawa', 'luarJawa'])->nullable();
$table->enum('asal_daerah', ['dalamProvinsi', 'luarProvinsi'])->nullable();
$table->timestamps();
});
}

29
database/migrations/2025_02_08_192739_create_test_data_table.php Normal file
View File

@ -0,0 +1,29 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration {
public function up()
{
Schema::create('test_data', function (Blueprint $table) {
$table->id();
$table->string('nama');
$table->string('jenis_kelamin');
$table->string('nis')->unique();
$table->string('asal_daerah');
$table->string('tahun_angkatan');
$table->integer('alquran');
$table->integer('alhadis');
$table->string('status');
$table->string('predicted_status')->nullable();
$table->timestamps();
});
}
public function down()
{
Schema::dropIfExists('test_data');
}
};

2
database/seeders/UserSeeder.php
View File

@ -27,7 +27,7 @@ public function run()
'password' => Hash::make('123456'), // password: 123456
'role' => 'santri',
'jenis_kelamin' => 'Laki-laki',
'asal_daerah' => 'Jawa',
'asal_daerah' => 'dalamProvinsi',
]);
}
}

307
resources/views/pages/admin/class-result.blade.php
View File

@ -0,0 +1,307 @@
@extends('layouts.app-admin')
<title>Data Uji | SR Klasifikasi</title>
@section('content')
<style>
.card-main {
border-radius: 12px;
box-shadow: 0 4px 10px rgba(0, 0, 0, 0.08);
padding: 20px;
text-align: center;
transition: 0.3s ease-in-out;
}
.card-main:hover {
transform: translateY(-3px);
box-shadow: 0 6px 15px rgba(0, 0, 0, 0.12);
}
.custom-icon {
font-size: 40px;
margin-bottom: 10px;
}
.accuracy-icon {
color: #007bff;
/* Biru */
}
.data-icon {
color: #28a745;
/* Hijau */
}
.card-main h3 {
font-size: 28px;
font-weight: 700;
margin-bottom: 5px;
color: #333;
}
.card-main h6 {
font-size: 16px;
font-weight: 600;
color: #555;
margin-bottom: 8px;
}
.card-main p {
font-size: 14px;
color: #777;
margin: 0;
}
.status-title {
font-size: 1.8rem;
font-weight: bold;
margin-bottom: 2rem;
}
.status-card {
border: none;
border-radius: 15px;
overflow: hidden;
transition: transform 0.3s;
}
.status-card:hover {
transform: scale(1.03);
}
.status-card .card-body {
padding: 2rem;
}
.status-card .icon {
font-size: 3rem;
}
.status-card .number {
font-size: 2.5rem;
font-weight: bold;
line-height: 1;
}
.status-card .status-label {
font-size: 1.2rem;
margin-top: -0.3rem;
}
/* Progress bar dengan track berwarna semi-transparan */
.status-card .progress {
background-color: rgba(255, 255, 255, 0.3);
border-radius: 10px;
height: 20px;
}
.status-card .progress-bar {
border-radius: 10px;
background-color: #fff;
}
</style>
<main id="main" class="main">
<div class="row">
<div class="pagetitle d-flex justify-content-between align-items-center">
<h1>Data Uji</h1>
</div>
<nav>
<ol class="breadcrumb">
<li class="breadcrumb-item"><a href="#">Admin</a></li>
<li class="breadcrumb-item active">Data Uji</li>
</ol>
</nav>
<div class="col-12 dashboard">
<div class="row">
<div class="col-lg-12">
<div class="card">
<div class="card-body">
<h5 class="card-title">Jumlah Data</h5>
<form class="col-12 justify-content-between g-3 d-flex">
<div class="col-md-4">
<select class="form-select">
<option value="100%">100%</option>
<option value="75">75%</option>
<option value="50">50%</option>
<option value="25">25%%</option>
</select>
</div>
<div class="text-center">
<button type="submit" class="btn btn-primary"><i class='bx bx-mouse-alt'></i>
Terapkan</button>
</div>
</form>
</div>
</div>
</div>
</div>
</div>
<div class="col-12">
<div class="row">
<div class="col-md-6">
<div class="card card-main">
<i class="bx bx-bar-chart-alt-2 custom-icon accuracy-icon"></i>
<h3>94%</h3>
<h6>Akurasi Data</h6>
<p>Total data yang di Uji: 31</p>
</div>
</div>
<div class="col-md-6">
<div class="card card-main">
<i class="bx bx-data custom-icon data-icon"></i>
<h3>32</h3>
<h6>Data yang di Uji</h6>
<p>Diambil dari 10% data</p>
</div>
</div>
</div>
</div>
<div class="col-12 dashboard">
<div class="row">
<div class="col-lg-12">
<div class="card">
<div class="card-body">
<h5 class="card-title">Hasil Klasifikasi</h5>
<div class="container">
<!-- Judul -->
<div class="row justify-content-center text-center mb-4">
<div class="col-12">
<h2 class="status-title">Probabilitas Status</h2>
</div>
</div>
<!-- Kartu Status -->
<div class="row justify-content-center">
<!-- Kartu Tepat -->
<div class="col-md-5">
<div class="card status-card bg-success text-white shadow-lg">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-3">
<i class="bx bx-check-circle icon me-3"></i>
<div class="text-start">
<div class="number">70%</div>
<div class="status-label">Tepat</div>
</div>
</div>
<div class="progress mx-auto" style="width: 80%;">
<div class="progress-bar" role="progressbar" style="width: 70%"
aria-valuenow="70" aria-valuemin="0" aria-valuemax="100"></div>
</div>
</div>
</div>
</div>
<!-- Kartu Terlambat -->
<div class="col-md-5">
<div class="card status-card bg-danger text-white shadow-lg">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-3">
<i class="bx bx-x-circle icon me-3"></i>
<div class="text-start">
<div class="number">70%</div>
<div class="status-label">Terlambat</div>
</div>
</div>
<div class="progress mx-auto" style="width: 80%;">
<div class="progress-bar" role="progressbar" style="width: 70%"
aria-valuenow="70" aria-valuemin="0" aria-valuemax="100"></div>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="container my-5">
<div class="row">
<!-- Card Tepat Waktu -->
<div class="col-md-6">
<div class="card">
<div class="card-header bg-info text-white">
<h5 class="align-items-center d-flex fw-bold"
style="margin-bottom: 0rem"><i class="bx bx-map-pin me-2"
style="font-size: 30px"></i> Asal
Daerah
</h5>
</div>
<div class="card-body">
<table class="table">
<thead>
<tr>
<th scope="col">Kategori</th>
<th scope="col">Jumlah</th>
<th scope="col">Peluang</th>
</tr>
</thead>
<tbody>
<tr>
<td>Dalam Provinsi</td>
<td>xx</td>
<td>xx</td>
</tr>
<tr>
<td>Luar Provinsi</td>
<td>xx</td>
<td>xx</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<!-- Card Terlambat -->
<div class="col-md-6">
<div class="card">
<div class="card-header bg-secondary text-white">
<h5 class="align-items-center d-flex fw-bold"
style="margin-bottom: 0rem"><i class="bx bxs-user-badgeme-2"
style="font-size: 30px"></i> Jenis
Kelamin
</h5>
</div>
<div class="card-body">
<table class="table">
<thead>
<tr>
<th scope="col">Kategori</th>
<th scope="col">Jumlah</th>
<th scope="col">Peluang</th>
</tr>
</thead>
<tbody>
<tr>
<td>Laki Laki</td>
<td>xx</td>
<td>xx</td>
</tr>
<tr>
<td>Perempuan</td>
<td>xx</td>
<td>xx</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</main>
<!-- DataTables & SweetAlert -->
<link rel="stylesheet" href="https://cdn.datatables.net/1.13.6/css/jquery.dataTables.min.css">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/sweetalert2@11.0.19/dist/sweetalert2.min.css">
<script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
<script src="https://cdn.datatables.net/1.13.6/js/jquery.dataTables.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/sweetalert2@11.0.19/dist/sweetalert2.min.js"></script>
@endsection

4
resources/views/pages/admin/dashboard.blade.php
View File

@ -182,10 +182,10 @@ class="card-icon rounded-circle d-flex align-items-center justify-content-center
{
new ApexCharts(document.querySelector("#asalDaerah"), {
series: [{
name: 'Luar Jawa',
name: 'Dalam Provinsi',
data: [21,22,23,24,25],
}, {
name: 'Jawa',
name: 'Luar Provinsi',
data: [11, 32, 45,32, 41]
}],
chart: {

371
resources/views/pages/admin/exam-data.blade.php
View File

@ -0,0 +1,371 @@
@extends('layouts.app-admin')
<title>Data Uji | SR Klasifikasi</title>
@section('content')
<style>
.card-main {
border-radius: 12px;
box-shadow: 0 4px 10px rgba(0, 0, 0, 0.08);
padding: 20px;
text-align: center;
transition: 0.3s ease-in-out;
}
.card-main:hover {
transform: translateY(-3px);
box-shadow: 0 6px 15px rgba(0, 0, 0, 0.12);
}
.custom-icon {
font-size: 40px;
margin-bottom: 10px;
}
.accuracy-icon {
color: #007bff;
/* Biru */
}
.data-icon {
color: #28a745;
/* Hijau */
}
.card-main h3 {
font-size: 28px;
font-weight: 700;
margin-bottom: 5px;
color: #333;
}
.card-main h6 {
font-size: 16px;
font-weight: 600;
color: #555;
margin-bottom: 8px;
}
.card-main p {
font-size: 14px;
color: #777;
margin: 0;
}
.status-title {
font-size: 1.8rem;
font-weight: bold;
margin-bottom: 2rem;
}
.status-card {
border: none;
border-radius: 15px;
overflow: hidden;
transition: transform 0.3s;
}
.status-card:hover {
transform: scale(1.03);
}
.status-card .card-body {
padding: 2rem;
}
.status-card .icon {
font-size: 3rem;
}
.status-card .number {
font-size: 2.5rem;
font-weight: bold;
line-height: 1;
}
.status-card .status-label {
font-size: 1.2rem;
margin-top: -0.3rem;
}
/* Progress bar dengan track berwarna semi-transparan */
.status-card .progress {
background-color: rgba(255, 255, 255, 0.3);
border-radius: 10px;
height: 20px;
}
.status-card .progress-bar {
border-radius: 10px;
background-color: #fff;
}
</style>
<main id="main" class="main">
<div class="row">
<div class="pagetitle d-flex justify-content-between align-items-center">
<h1>Data Uji</h1>
</div>
<nav>
<ol class="breadcrumb">
<li class="breadcrumb-item"><a href="#">Admin</a></li>
<li class="breadcrumb-item active">Data Uji</li>
</ol>
</nav>
<!-- Pilih Persentase Data Uji -->
<div class="col-lg-12">
<div class="card">
<div class="card-body">
<h5 class="card-title">Jumlah Data</h5>
<form action="{{ route('testData.show') }}" method="GET" class="d-flex justify-content-between">
<div class="col-md-4">
<select name="percentage" class="form-select">
<option value="100" {{ request('percentage')==100 ? 'selected' : '' }}>100%</option>
<option value="75" {{ request('percentage')==75 ? 'selected' : '' }}>75%</option>
<option value="50" {{ request('percentage')==50 ? 'selected' : '' }}>50%</option>
<option value="25" {{ request('percentage')==25 ? 'selected' : '' }}>25%</option>
</select>
</div>
<button type="submit" class="btn btn-primary"> <i class='bx bxs-mouse-alt'></i>
Terapkan</button>
</form>
</div>
</div>
</div>
<!-- Kartu Statistik -->
<div class="col-12">
<div class="row">
<div class="col-md-6">
<div class="card card-main">
<i class="bx bx-bar-chart-alt-2 custom-icon accuracy-icon"></i>
<h3>{{ number_format($accuracy, 2) }}%</h3>
<h6>Akurasi Model</h6>
<p>Total data diuji: {{ $totalTestData }}</p>
</div>
</div>
<div class="col-md-6">
<div class="card card-main">
<i class="bx bx-data custom-icon data-icon"></i>
<h3>{{ $totalTestData }}</h3>
<h6>Data yang di Uji</h6>
<p>Diambil dari {{ request('percentage', 100) }}% data latih</p>
</div>
</div>
</div>
</div>
<div class="container">
<!-- Judul -->
<div class="row justify-content-center text-center mt-4">
<div class="col-12">
<h2 class="status-title">Probabilitas Status</h2>
</div>
</div>
<!-- Kartu Status -->
<div class="row justify-content-center">
<!-- Kartu Tepat -->
<div class="col-md-5">
<div class="card status-card bg-success text-white shadow-lg">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-3">
<i class="bx bx-check-circle icon me-3"></i>
<div class="text-start">
<div class="number">{{ number_format($probStatus['Tepat'] ?? 0, 2) }}%</div>
<div class="status-label">Tepat</div>
</div>
</div>
<div class="progress mx-auto" style="width: 80%;">
<div class="progress-bar" role="progressbar"
style="width: {{ number_format($probStatus['Tepat'] ?? 0, 2) }}%"
aria-valuenow="{{ number_format($probStatus['Tepat'] ?? 0, 2) }}" aria-valuemin="0"
aria-valuemax="100"></div>
</div>
</div>
</div>
</div>
<!-- Kartu Terlambat -->
<div class="col-md-5">
<div class="card status-card bg-danger text-white shadow-lg">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-3">
<i class="bx bx-x-circle icon me-3"></i>
<div class="text-start">
<div class="number">{{ number_format($probStatus['Terlambat'] ?? 0, 2) }}%</div>
<div class="status-label">Terlambat</div>
</div>
</div>
<div class="progress mx-auto" style="width: 80%;">
<div class="progress-bar" role="progressbar"
style="width: {{ number_format($probStatus['Terlambat'] ?? 0, 2) }}%"
aria-valuenow="{{ number_format($probStatus['Terlambat'] ?? 0, 2) }}"
aria-valuemin="0" aria-valuemax="100">
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="container my-5">
<div class="row">
<!-- Card Tepat Waktu -->
<div class="col-md-6">
<div class="card">
<div class="card-header bg-info text-white">
<h5 class="align-items-center d-flex fw-bold" style="margin-bottom: 0rem"><i
class="bx bx-map-pin me-2" style="font-size: 30px"></i> Asal
Daerah
</h5>
</div>
<div class="card-body">
<table class="table">
<thead>
<tr>
<th scope="col">Kategori</th>
<th scope="col">Jumlah</th>
</tr>
</thead>
<tbody>
<tr>
<td>Dalam Provinsi</td>
<td>{{ number_format($probRegion['Dalam Provinsi'] ?? 0, 2) }}%</td>
</tr>
<tr>
<td>Luar Provinsi</td>
<td>{{ number_format($probRegion['Luar Provinsi'] ?? 0, 2) }}%</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div class="col-md-6">
<div class="card">
<div class="card-header bg-secondary text-white">
<h5 class="align-items-center d-flex fw-bold" style="margin-bottom: 0rem"><i
class="bx bxs-user-badge me-2" style="font-size: 30px"></i> Jenis
Kelamin
</h5>
</div>
<div class="card-body">
<table class="table">
<thead>
<tr>
<th scope="col">Kategori</th>
<th scope="col">Jumlah</th>
</tr>
</thead>
<tbody>
<tr>
<td>Laki Laki</td>
<td>{{ number_format($probGender['Laki-laki'] ?? 0, 2) }}%</td>
</tr>
<tr>
<td>Perempuan</td>
<td>{{ number_format($probGender['Perempuan'] ?? 0, 2) }}%</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<!-- Hasil Klasifikasi -->
<div class="col-12">
<div class="card">
<div class="card-body">
<h5 class="card-title">Hasil Klasifikasi</h5>
<div class="table-responsive">
<table class="dataTable">
<thead>
<tr>
<th>Nama</th>
<th>Jenis Kelamin</th>
<th>NIS</th>
<th>Asal Daerah</th>
<th>Tahun Angkatan</th>
<th>Capaian Hadis</th>
<th>Capaian Al Qur'an</th>
<th>Status Aktual</th>
<th>Status Prediksi</th>
</tr>
</thead>
<tbody>
@foreach ($testData as $item)
<tr>
<td>{{ $item->nama }}</td>
<td>{{ $item->jenis_kelamin }}</td>
<td>{{ $item->nis }}</td>
<td>{{ $item->asal_daerah }}</td>
<td>{{ $item->tahun_angkatan }}</td>
<td>{{ $item->alhadis }}</td>
<td>{{ $item->alquran }}</td>
<td>{{ $item->status }}</td>
<td>{{ $item->predicted_status ?? 'Belum Diklasifikasi' }}</td>
</tr>
@endforeach
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
</main>
<!-- DataTables & SweetAlert -->
<link rel="stylesheet" href="https://cdn.datatables.net/1.13.6/css/jquery.dataTables.min.css">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/sweetalert2@11.0.19/dist/sweetalert2.min.css">
<script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>
<script src="https://cdn.datatables.net/1.13.6/js/jquery.dataTables.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/sweetalert2@11.0.19/dist/sweetalert2.min.js"></script>
<script>
$(document).ready(function () {
$('#dataTable').DataTable({
responsive: true,
scrollX: true,
autoWidth: false,
"language": {
"search": "Cari:",
"lengthMenu": "Tampilkan _MENU_ data",
"info": "Menampilkan _START_ sampai _END_ dari _TOTAL_ data",
"infoEmpty": "Tidak ada data tersedia",
"infoFiltered": "(disaring dari _MAX_ total data)"
}
});
});
</script>
<script>
document.addEventListener("DOMContentLoaded", function () {
let testData = @json($testData);
let totalTestData = "{{ $totalTestData }}";
let accuracy = "{{ number_format($accuracy, 2) }}";
let probStatus = @json($probStatus);
let probGender = @json($probGender);
let probRegion = @json($probRegion);
alert("DEBUG DATA: \n" +
"Total Test Data: " + totalTestData + "\n" +
"Accuracy: " + accuracy + "%\n" +
"Prob Status: " + JSON.stringify(probStatus) + "\n" +
"Prob Gender: " + JSON.stringify(probGender) + "\n" +
"Prob Region: " + JSON.stringify(probRegion) + "\n");
});
</script>
@endsection

4
resources/views/pages/auth/register.blade.php
View File

@ -77,8 +77,8 @@
<label for="asalDaerah" class="form-label">Asal Daerah</label>
<select class="form-select" name="asal_daerah" id="asalDaerah" required>
<option value="" selected disabled>Pilih Asal Daerah</option>
<option value="Jawa">Jawa</option>
<option value="luarJawa">Luar Jawa</option>
<option value="dalamProvinsi">Dalam Provinsi</option>
<option value="luarProvinsi">Luar Provinsi</option>
</select>
<div class="invalid-feedback">Pilih Asal Daerah Anda</div>
</div>

8
resources/views/pages/santri/profil.blade.php
View File

@ -64,9 +64,11 @@
<div class="col-md-6">
<select id="asalDaerah" class="form-select" name="asal_daerah" required>
<option value="" disabled>Pilih Asal Daerah...</option>
<option value="Jawa" {{ $user->asal_daerah == 'Jawa' ? 'selected' : '' }}>Jawa</option>
<option value="luarJawa" {{ $user->asal_daerah == 'luarJawa' ? 'selected' : '' }}>Luar
Jawa</option>
<option value="dalamProvinsi" {{ $user->asal_daerah == 'dalamProvinsi' ? 'selected' : ''
}}>Dalam Provinsi</option>
<option value="luarProvinsi" {{ $user->asal_daerah == 'luarProvinsi' ? 'selected' : ''
}}>Luar
Provinsi</option>
</select>
</div>

2
resources/views/partial/sidebar-admin.blade.php
View File

@ -46,7 +46,7 @@
</li>
<li class="nav-item">
<a class="nav-link {{ Route::is('examData.show') ? '' : 'collapsed' }}" href="{{ route('examData.show') }}">
<a class="nav-link {{ Route::is('testData.show') ? '' : 'collapsed' }}" href="{{ route('testData.show') }}">
<i class='bx bx-test-tube'></i>
<span>Data Uji</span>
</a>

6
routes/web.php
View File

@ -7,6 +7,8 @@
use App\Http\Controllers\HitungController;
use App\Http\Controllers\MunaqosahController;
use App\Http\Controllers\ClassificationController;
use App\Http\Controllers\TestDataController;
/*
|--------------------------------------------------------------------------
| Web Routes
@ -83,8 +85,8 @@
Route::post('/admin/trainData/reset', [ClassificationController::class, 'resetTrainData'])
->name('trainData.reset');
// Exam Data...........................
Route::get('/admin/examData', [ClassificationController::class, 'showExamData'])
->name('examData.show');
Route::get('/admin/testData', [TestDataController::class, 'showTestData'])->name('testData.show');
Route::post('/admin/testData/classify', [TestDataController::class, 'classifyData'])->name('testData.classify');
// Classification Data...........................
Route::get('/admin/classificationResult', [ClassificationController::class, 'classificationResult'])
->name('classificationResult');