MIF_E31222663/resources/views/admin/uji-data.blade.php

@extends('layouts.app')

@section('title', 'Hasil Uji Data')
@section('content')

@if (session('success'))
    <div class="alert alert-success alert-dismissible fade show" role="alert">
        {{ session('success') }}
        <button type="button" class="btn-close" data-bs-dismiss="alert" aria-label="Close"></button>
    </div>
@endif

<div class="card p-4 shadow-sm mb-4">
    <div class="d-flex justify-content-between align-items-start">
        <div>
            <h4><strong>Gunakan seluruh Dataset sebagai Data Latih?</strong></h4>
            <p class="text-muted">Silakan reset data terlebih dahulu sebelum memilih opsi atau mengganti opsi.</p>
        </div>
    <form action="{{ route('uji.reset') }}" method="POST" onsubmit="return confirm('Yakin ingin mereset hasil uji?')">
    @csrf
    <button type="submit" class="btn btn-danger">Reset Data</button>
</form>
    </div>

    <div class="mt-3">
        <form id="datasetForm" method="POST" action="{{ route('uji-data.reset') }}">
    @csrf
    <div class="form-check form-check-inline">
        <input class="form-check-input" type="radio" name="gunakan_dataset" id="radioYa" value="ya" 
    {{ session('enable_radio') ? '' : 'disabled' }}>
<label class="form-check-label" for="radioYa">Ya</label>
    </div>
    <div class="form-check form-check-inline">
        <input class="form-check-input" type="radio" name="gunakan_dataset" id="radioTidak" value="tidak" 
    {{ session('enable_radio') ? '' : 'disabled' }}>
<label class="form-check-label" for="radioTidak">Tidak</label>
    </div>
</form>

<div id="inputDataUji" class="mt-4">
    <h5>Input data yang akan diuji</h5>
    <form method="POST" action="{{ route('uji-data.upload') }}" enctype="multipart/form-data">
        @csrf
        <div class="mb-3 d-flex align-items-center">
            <label for="fileExcel" class="form-label me-2 mb-0">Pilih File Excel</label>
            <input class="form-control me-2" type="file" name="file_excel" id="fileExcel" accept=".xls,.xlsx" required style="max-width: 300px;">
            <button type="submit" class="btn btn-primary">
                <i class="fas fa-mouse-pointer"></i> Gunakan
            </button>
        </div>
    </form>
</div>


<div id="splitOption" style="display:none;" class="mt-4">
    <form id="formSplit" method="POST" action="{{ route('uji.proses') }}">
        @csrf
        <label for="splitData" class="form-label"><strong>Splitting Data Latih</strong></label>
        <div class="input-group" style="max-width: 200px;">
            <select id="splitData" name="persentase" class="form-select">
                <option value="50">50%</option>
                <option value="60">60%</option>
                <option value="70">70%</option>
                <option value="75">75%</option>
                <option value="80">80%</option>
                <option value="85">85%</option>
                <option value="90">90%</option>
                <option value="95">95%</option>
                
            </select>
            <button type="submit" class="btn btn-primary ms-2" id="applySplit">
                <i class="fas fa-mouse-pointer"></i> Terapkan
            </button>
        </div>
    </form>
</div>

<div class="row text-center mt-4">
    <h3>Pembagian Data</h3>
    <div class="col-md-6 mb-3">
        <div class="card text-white bg-info p-4 rounded">
            <div>
                <i class="fas fa-chart-bar fa-3x"></i>
            </div>
            <h2 id="persenLatih">{{ $persentase_latih }}%</h2>
            <h4>Data Latih</h4>
            <p>Nilai Asli <span id="jumlahLatih">{{ $jumlah_data_latih }}</span> Data</p>
        </div>
    </div>
    <div class="col-md-6 mb-3">
        <div class="card text-white bg-success p-4 rounded">
            <div>
                <i class="fas fa-flask fa-3x"></i>
            </div>
            <h2 id="persenUji">{{ $persentase_uji }}%</h2>
            <h4>Data Uji</h4>
            <p>Nilai Asli <span id="jumlahUji">{{ $jumlah_data_uji }}</span> Data</p>
        </div>
    </div>
</div>
    <hr>
<hr>
<h4>Probabilitas Kelas Data Latih</h4>
<div class="row text-center mb-4">
    <div class="col-md-6">
        <div class="card p-3 shadow-sm border-left border-danger">
            <h5 class="text-danger">Naik</h5>
            <p style="font-size: 1.5rem; font-weight: bold;">
                {{ number_format($prob_naik * 100, 2) }}%
            </p>
            <p class="text-muted" style="margin: 0;">
                ({{ $jumlah_naik }} dari {{ $jumlah_data_latih }} data)
            </p>
        </div>
    </div>
    <div class="col-md-6">
        <div class="card p-3 shadow-sm border-left border-success">
            <h5 class="text-success">Turun</h5>
            <p style="font-size: 1.5rem; font-weight: bold;">
                {{ number_format($prob_turun * 100, 2) }}%
            </p>
            <p class="text-muted" style="margin: 0;">
                ({{ $jumlah_turun }} dari {{ $jumlah_data_latih }} data)
            </p>
        </div>
    </div>
</div>


<div class="row justify-content-center">
@foreach ($atribut_numerik as $fitur => $data)

    @php
        // Definisikan icon dan warna sesuai atribut
        $icon = '';
        $color = '';
        switch ($fitur) {
            case 'phbs':
                $icon = '📘';  // Buku biru (bisa ganti pakai fontawesome atau svg)
                $color = '#0d6efd'; // biru
                break;
            case 'imunisasi':
                $icon = '📜';  // Gulungan kertas hijau
                $color = '#198754'; // hijau
                break;
            case 'merokok':
                $icon = '🚬';  // Icon rokok merah (boleh ganti)
                $color = '#dc3545'; // merah
                break;
            case 'kasus_2023':
                $icon = '📅';  // Kalender kuning
                $color = '#ffc107'; // kuning
                break;
            default:
                $icon = '📊';  // Default chart icon
                $color = '#6c757d'; // abu-abu
        }
    @endphp

    <div class="col-md-3 mb-4">
        <div class="card p-4 shadow-sm" style="border-radius: 12px;">
            <div class="text-center mb-3">
                <div style="font-size: 3rem; color: {{ $color }};">
                    {!! $icon !!}
                </div>
                <h5 class="card-title" style="color: {{ $color }}; font-weight: 600; margin-top: 0.5rem;">
                    {{ $data['label'] ?? 'Tidak ada label' }}
                </h5>
            </div>

            <div class="text-center" style="font-weight: 600; color: #555;">
                Mean
            </div>
            <div class="d-flex justify-content-between px-3 my-2" style="color: #555;">
                <div style="font-size: 0.9rem;">Turun</div>
                <div style="font-size: 0.9rem;">Naik</div>
            </div>
            <div class="d-flex justify-content-between px-3 mb-3">
                <div style="font-weight: 700; font-size: 1.3rem; color: #000;">
                    {{ number_format($data['mean']['naik'], 2) }}
                </div>
                <div style="font-weight: 700; font-size: 1.3rem; color: #dc3545;">
                    {{ number_format($data['mean']['turun'], 2) }}
                </div>
            </div>

            <hr style="margin: 1rem 0; border-color: #ddd;">

            <div class="text-center" style="font-weight: 600; color: #555;">
                Standar Deviasi
            </div>
            <div class="d-flex justify-content-between px-3 my-2" style="color: #555;">
                <div style="font-size: 0.9rem;">Turun</div>
                <div style="font-size: 0.9rem;">Naik</div>
            </div>
            <div class="d-flex justify-content-between px-3">
                <div style="font-weight: 700; font-size: 1.3rem; color: #000;">
                    {{ number_format($data['std']['naik'], 2) }}
                </div>
                <div style="font-weight: 700; font-size: 1.3rem; color: #dc3545;">
                    {{ number_format($data['std']['turun'], 2) }}
                </div>
            </div>
        </div>
    </div>
@endforeach
</div>
    <hr>
   <h4>Hasil Pengujian Data Uji</h4>
<div class="table-responsive">
    <table class="table table-striped table-bordered">
        <thead>
            <tr>
                <th>ID</th>
                <th>Kecamatan</th>
                <th>Data Tahun</th>
                <th>PHBS</th>
                <th>Imunisasi</th>
                <th>Merokok</th>
                <th>Jumlah Kasus</th>
                <th>Latitude</th>
                <th>Longitude</th>
                <th>Prediksi Tahun</th>
                @unless ($from_excel)
                    <th>Status Asli</th>
                @endunless
                <th>Status Prediksi</th>
            </tr>
        </thead>
        <tbody>
            @foreach ($data_uji as $item)
<tr>
    <td>{{ $item['id'] }}</td>
    <td>{{ $item['kabupaten'] }}</td>
    <td>{{ $item['data_tahun'] ?? '-' }}</td>
    <td>{{ $item['phbs'] }}</td>
    <td>{{ $item['imunisasi'] }}</td>
    <td>{{ $item['merokok'] }}</td>
    <td>{{ $item['kasus_2023'] }}</td>
    <td>{{ $item['latitude'] }}</td>
    <td>{{ $item['longitude'] }}</td>
    <td>
        @if(isset($item['data_tahun']))
            @if(in_array((int)$item['data_tahun'], [2023, 2024]))
                2025
            @else
                {{ (int)$item['data_tahun'] + 1 }}
            @endif
        @else
            -
        @endif
    </td>
        @unless ($from_excel)
        <td>{{ $item['hipotesis_asli'] }}</td>
    @endunless
    <td>
    <span class="badge {{ $item['prediksi'] == 'Naik' ? 'bg-danger' : 'bg-success' }}">
        {{ $item['prediksi'] }}
    </span>
</td>
    <!-- dst -->
</tr>
@endforeach

        </tbody>
    </table>
</div>
    <hr>

    <h4>Confusion Matrix</h4>
    <div class="row text-center">
        <div class="col-md-3">
            <h5>Data yang di Uji</h5>
            <p><strong>{{ $jumlah_data_uji }}</strong></p>
        </div>
        <div class="col-md-3">
            <h5>Akurasi Model</h5>
            <p><strong>{{ $akurasi }}%</strong></p>
        </div>
        <div class="col-md-3">
            <h5>Precision</h5>
            <p><strong>{{ $precision }}%</strong></p>
        </div>
        <div class="col-md-3">
            <h5>Recall</h5>
            <p><strong>{{ $recall }}%</strong></p>
        </div>
    </div>

    <div class="row text-center mt-4">
        <div class="col-md-3"><strong>True Positive (TP):</strong><br>{{ $tp }}</div>
        <div class="col-md-3"><strong>False Positive (FP):</strong><br>{{ $fp }}</div>
        <div class="col-md-3"><strong>True Negative (TN):</strong><br>{{ $tn }}</div>
        <div class="col-md-3"><strong>False Negative (FN):</strong><br>{{ $fn }}</div>
    </div>
</div>
@push('scripts')
<script>
    const resetBtn = document.getElementById('resetBtn');
    const radioYa = document.getElementById('radioYa');
    const radioTidak = document.getElementById('radioTidak');
    const inputDataUji = document.getElementById('inputDataUji');
    const splitOption = document.getElementById('splitOption');
    const applySplit = document.getElementById('applySplit');
    const splitData = document.getElementById('splitData');
    const persenLatihElem = document.getElementById('persenLatih');
    const persenUjiElem = document.getElementById('persenUji');
    const jumlahLatihElem = document.getElementById('jumlahLatih');
    const jumlahUjiElem = document.getElementById('jumlahUji');
    const totalData = {{ $jumlah_data ?? 0 }};

    function resetForm() {
        radioYa.disabled = false;
        radioTidak.disabled = false;
        radioYa.checked = false;
        radioTidak.checked = false;
        inputDataUji.style.display = 'none';
        splitOption.style.display = 'none';
    }

    resetBtn.addEventListener('click', function(e) {
        e.preventDefault();
        resetForm();

        Swal.fire({
            icon: 'success',
            title: 'Berhasil!',
            text: 'Data uji telah direset.',
            showConfirmButton: false,
            timer: 2000
        });
    });

    radioYa.addEventListener('change', function () {
        if (this.checked) {
            inputDataUji.style.display = 'block';
            splitOption.style.display = 'none';
            radioTidak.disabled = true;
        }
    });

    radioTidak.addEventListener('change', function () {
        if (this.checked) {
            inputDataUji.style.display = 'none';
            splitOption.style.display = 'block';
            radioYa.disabled = true;
        }
    });

    applySplit.addEventListener('click', function () {
        const persenLatih = parseInt(splitData.value);
        const persenUji = 100 - persenLatih;

        const jumlahLatih = Math.round(totalData * persenLatih / 100);
        const jumlahUji = totalData - jumlahLatih;

        persenLatihElem.textContent = persenLatih + '%';
        persenUjiElem.textContent = persenUji + '%';
        jumlahLatihElem.textContent = jumlahLatih;
        jumlahUjiElem.textContent = jumlahUji;
    });
    document.getElementById('resetForm').addEventListener('submit', function(e) {
    e.preventDefault(); // cegah form langsung submit

    Swal.fire({
        title: 'Yakin ingin reset data hasil uji?',
        icon: 'warning',
        showCancelButton: true,
        confirmButtonText: 'Ya',
        cancelButtonText: 'Tidak',
    }).then((result) => {
        if (result.isConfirmed) {
            // Kirim data via fetch/ajax supaya gak reload halaman
            fetch(this.action, {
                method: 'POST',
                headers: {
                    'X-CSRF-TOKEN': document.querySelector('input[name=_token]').value,
                    'Accept': 'application/json',
                }
            })
            .then(response => response.json())
            .then(data => {
                if(data.success){
                    resetForm(); // fungsi dari kamu yang mengaktifkan radio dan sembunyikan elemen
                    Swal.fire({
                        icon: 'success',
                        title: 'Berhasil!',
                        text: 'Data uji telah direset.',
                        timer: 2000,
                        showConfirmButton: false
                    });
                } else {
                    Swal.fire('Gagal', 'Reset data gagal dilakukan.', 'error');
                }
            })
            .catch(() => {
                Swal.fire('Gagal', 'Terjadi kesalahan server.', 'error');
            });
        }
    });
});
</script>
@endpush
@push('scripts')
<script>
    document.addEventListener('DOMContentLoaded', function () {
        const radioYa = document.getElementById('radioYa');
        const radioTidak = document.getElementById('radioTidak');
        const inputDataUji = document.getElementById('inputDataUji');
        const splitOption = document.getElementById('splitOption');

        function toggleInputOptions() {
            if (radioYa.checked) {
                inputDataUji.style.display = 'block';
                splitOption.style.display = 'none';
            } else if (radioTidak.checked) {
                inputDataUji.style.display = 'none';
                splitOption.style.display = 'block';
            } else {
                inputDataUji.style.display = 'none';
                splitOption.style.display = 'none';
            }
        }

        // Jalankan saat halaman pertama kali dimuat
        toggleInputOptions();

        // Event listener saat radio berubah
        radioYa.addEventListener('change', toggleInputOptions);
        radioTidak.addEventListener('change', toggleInputOptions);
    });
</script>
@endpush
@endsection