diff --git a/app/Http/Controllers/TestDataController.php b/app/Http/Controllers/TestDataController.php
index 221e3cd..e430085 100644
--- a/app/Http/Controllers/TestDataController.php
+++ b/app/Http/Controllers/TestDataController.php
@@ -10,81 +10,68 @@
 
 class TestDataController extends Controller
 {
+    
+
     public function showTestData(Request $request)
     {
         $trainPercentage = $request->input('train_percentage', 80); // Default 80%
         $testPercentage = 100 - $trainPercentage;
-        $totalTrainData = TrainData::count();
+
+        $totalTrainData = TrainData::count();  // Total data latih
         $trainLimit = round(($trainPercentage / 100) * $totalTrainData);
-        $testLimit = round(($testPercentage / 100) * $totalTrainData);
-        // **Hapus semua data uji sebelum insert baru**
-        TestData::query()->delete();
-
-        // **Ambil data latih acak sesuai persentase**
-        $trainData = TrainData::inRandomOrder()->limit($trainLimit)->get();
-
-        // **Gunakan array untuk memastikan NIS unik**
-        $existingNIS = [];
-
-        foreach ($trainData as $data) {
-            if (!in_array($data->nis, $existingNIS)) {
-                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;
-            }
-        }
+        $testLimit = round(($testPercentage / 100) * $totalTrainData);  // Total data uji
 
+        
+        // $totalTrainData = TrainData::count();
+        dump($totalTrainData);
+        // $trainLimit = round(($trainPercentage / 100) * $totalTrainData);
+        // $testLimit = round(($testPercentage / 100) * $totalTrainData);
+        dump($testLimit);
+        // Ambil data latih sesuai dengan persentase yang dikirim
+        $trainData = TrainData::inRandomOrder()->limit($trainLimit)->get(); // Ambil data latih sesuai persentase
+        dump($trainData);
+        // Ambil data uji sesuai dengan sisa data setelah pengambilan data latih
+        $testData = TestData::inRandomOrder()->limit($testLimit)->get();  // Ambil data uji sesuai limit
+    
         // **Jalankan klasifikasi otomatis**
-        // Ganti pemanggilan classifyData() seperti ini
-        $this->classifyData($request);
-
-
-        $testData = TestData::limit($testLimit)->get();
+        $this->classifyData($trainData, $testData);
         $totalTestData = $testData->count();
+        dump($totalTestData);
+        // Total Test Data
+        dd($testData);
 
-
-        // **Hitung Akurasi**
+        // Akurasi dan Evaluasi
         $correctPredictions = $testData->filter(function ($item) {
             return $item->status === $item->predicted_status;
         })->count();
 
         $accuracy = ($totalTestData > 0) ? ($correctPredictions / max(1, $totalTestData)) * 100 : 0;
 
-        // **Hitung True Positive, False Positive, dan False Negative**
+        // Hitung TP, FP, FN, Precision, Recall, dan Probabilitas
         $TP = $testData->filter(function ($item) {
-            return $item->status === 'Tercapai' && $item->predicted_status === 'Tercapai';
-        })->count();
+                return $item->status === 'Tercapai' && $item->predicted_status === 'Tercapai';
+            })->count();
 
         $FP = $testData->filter(function ($item) {
-            return $item->status === 'Tidak Tercapai' && $item->predicted_status === 'Tercapai';
-        })->count();
+                return $item->status === 'Tidak Tercapai' && $item->predicted_status === 'Tercapai';
+            })->count();
 
         $FN = $testData->filter(function ($item) {
-            return $item->status === 'Tercapai' && $item->predicted_status === 'Tidak Tercapai';
-        })->count();
+                return $item->status === 'Tercapai' && $item->predicted_status === 'Tidak Tercapai';
+            })->count();
 
-        // **Hitung Precision dan Recall**
         $precision = ($TP + $FP) > 0 ? ($TP / ($TP + $FP)) * 100 : 0;
         $recall = ($TP + $FN) > 0 ? ($TP / ($TP + $FN)) * 100 : 0;
 
         // **Hitung probabilitas status prediksi**
         $probStatus = [
-            'Tepat' => $testData->filter(function ($item) {
-                return $item->predicted_status === 'Tercapai';
-            })->count() * 100 / max(1, $totalTestData),
-            'Terlambat' => $testData->filter(function ($item) {
-                return $item->predicted_status === 'Tidak Tercapai';
-            })->count() * 100 / max(1, $totalTestData),
+            'Tepat' => $testData->where('predicted_status', 'Tercapai')->count() * 100 / max(1, $totalTestData),
+            'Terlambat' => $testData->where('predicted_status', 'Tidak Tercapai')->count() * 100 / max(1, $totalTestData),
+        ];
+
+        $probRegion = [
+            'Dalam Provinsi' => $probRegion['Dalam Provinsi'] ?? 0,
+            'Luar Provinsi' => $probRegion['Luar Provinsi'] ?? 0,
         ];
 
         // **Probabilitas berdasarkan jenis kelamin**
@@ -100,73 +87,7 @@ public function showTestData(Request $request)
             'Perempuan' => $probGender['Perempuan'] ?? 0,
         ];
 
-
-        // Hitung total jumlah "Tercapai" dan "Tidak Tercapai" untuk masing-masing kategori
-        $totalTercapai = $testData->where('status', 'Tercapai')->count();
-        $totalTidakTercapai = $testData->where('status', 'Tidak Tercapai')->count();
-
-        $probKelamin = [
-            'Tercapai' => [
-                'Laki-laki' => [
-                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Laki-laki')->count() / $totalTercapai : 0,
-                    'count' => $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Laki-laki')->count(),
-                ],
-                'Perempuan' => [
-                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Perempuan')->count() / $totalTercapai : 0,
-                    'count' => $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Perempuan')->count(),
-                ],
-            ],
-            'Tidak Tercapai' => [
-                'Laki-laki' => [
-                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Laki-laki')->count() / $totalTidakTercapai : 0,
-                    'count' => $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Laki-laki')->count(),
-                ],
-                'Perempuan' => [
-                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Perempuan')->count() / $totalTidakTercapai : 0,
-                    'count' => $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Perempuan')->count(),
-                ],
-            ],
-        ];
-
-
-        // **Probabilitas berdasarkan asal daerah**
-        $probRegion = $testData->groupBy('asal_daerah')->map(function ($group) use ($totalTestData) {
-            return [
-                'probability' => ($group->count() * 100) / max(1, $totalTestData),
-                'count' => $group->count()
-            ];
-        })->toArray();
-
-
-        $probRegion = [
-            'Dalam Provinsi' => $probRegion['Dalam Provinsi'] ?? 0,
-            'Luar Provinsi' => $probRegion['Luar Provinsi'] ?? 0,
-        ];
-
-        $probProvinsi = [
-            'Tercapai' => [
-                'Dalam Provinsi' => [
-                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count() / $totalTercapai : 0,
-                    'count' => $testData->where('status', 'Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count(),
-                ],
-                'Luar Provinsi' => [
-                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('asal_daerah', 'Luar Provinsi')->count() / $totalTercapai : 0,
-                    'count' => $testData->where('status', 'Tercapai')->where('asal_daerah', 'Luar Provinsi')->count(),
-                ],
-            ],
-            'Tidak Tercapai' => [
-                'Dalam Provinsi' => [
-                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count() / $totalTidakTercapai : 0,
-                    'count' => $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count(),
-                ],
-                'Luar Provinsi' => [
-                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Luar Provinsi')->count() / $totalTidakTercapai : 0,
-                    'count' => $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Luar Provinsi')->count(),
-                ],
-            ],
-        ];
-
-        // **Hitung peluang tepat waktu berdasarkan jenis kelamin**
+                // **Hitung peluang tepat waktu berdasarkan jenis kelamin**
         $peluangGender = $testData->groupBy('jenis_kelamin')->map(function ($group) {
             $total = $group->count();
             $tercapai = $group->filter(function ($item) {
@@ -192,7 +113,7 @@ public function showTestData(Request $request)
             ];
         })->toArray();
 
-        $probNumerik = [
+            $probNumerik = [
             'alquran' => [
                 'Tercapai' => $this->calculateMeanStdDev('alquran', 'Tercapai', $testData),
                 'Tidak Tercapai' => $this->calculateMeanStdDev('alquran', 'Tidak Tercapai', $testData),
@@ -207,9 +128,56 @@ public function showTestData(Request $request)
             ],
         ];
 
+                $totalTercapai = $testData->where('status', 'Tercapai')->count();
+        $totalTidakTercapai = $testData->where('status', 'Tidak Tercapai')->count();
 
+                $probKelamin = [
+            'Tercapai' => [
+                'Laki-laki' => [
+                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Laki-laki')->count() / $totalTercapai : 0,
+                    'count' => $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Laki-laki')->count(),
+                ],
+                'Perempuan' => [
+                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Perempuan')->count() / $totalTercapai : 0,
+                    'count' => $testData->where('status', 'Tercapai')->where('jenis_kelamin', 'Perempuan')->count(),
+                ],
+            ],
+            'Tidak Tercapai' => [
+                'Laki-laki' => [
+                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Laki-laki')->count() / $totalTidakTercapai : 0,
+                    'count' => $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Laki-laki')->count(),
+                ],
+                'Perempuan' => [
+                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Perempuan')->count() / $totalTidakTercapai : 0,
+                    'count' => $testData->where('status', 'Tidak Tercapai')->where('jenis_kelamin', 'Perempuan')->count(),
+                ],
+            ],
+        ];
 
+                $probProvinsi = [
+            'Tercapai' => [
+                'Dalam Provinsi' => [
+                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count() / $totalTercapai : 0,
+                    'count' => $testData->where('status', 'Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count(),
+                ],
+                'Luar Provinsi' => [
+                    'probability' => $totalTercapai > 0 ? $testData->where('status', 'Tercapai')->where('asal_daerah', 'Luar Provinsi')->count() / $totalTercapai : 0,
+                    'count' => $testData->where('status', 'Tercapai')->where('asal_daerah', 'Luar Provinsi')->count(),
+                ],
+            ],
+            'Tidak Tercapai' => [
+                'Dalam Provinsi' => [
+                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count() / $totalTidakTercapai : 0,
+                    'count' => $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Dalam Provinsi')->count(),
+                ],
+                'Luar Provinsi' => [
+                    'probability' => $totalTidakTercapai > 0 ? $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Luar Provinsi')->count() / $totalTidakTercapai : 0,
+                    'count' => $testData->where('status', 'Tidak Tercapai')->where('asal_daerah', 'Luar Provinsi')->count(),
+                ],
+            ],
+        ];
 
+        
         return view('pages.admin.test-data', compact(
             'testData',
             'totalTestData',
@@ -231,7 +199,9 @@ public function showTestData(Request $request)
             'probProvinsi',
             'testLimit',
             'trainLimit',
-
+            'FP',
+            'TP',
+            'FN'
         ));
     }
 
@@ -241,57 +211,43 @@ public function showClassify()
 
         return view('pages.admin.class-result', compact('classifiedData'));
     }
-    private function classifyData(Request $request)
+
+    private function classifyData($trainData, $testData)
     {
-        $trainPercentage = $request->input('train_percentage', 80); // Default 80%
-        $testPercentage = 100 - $trainPercentage;
-        $totalTrainData = TrainData::count();
-        $trainLimit = round(($trainPercentage / 100) * $totalTrainData);
-        $testLimit = round(($testPercentage / 100) * $totalTrainData);
-
-        // Ambil data uji sesuai limit yang dihitung
-        $testData = TestData::limit($testLimit)->get();
-        $totalTestData = $testData->count();
-
-        if ($totalTestData == 0) {
-            return;
-        }
-
-        // Ambil data latih untuk model
-        $trainSamples = TrainData::limit($trainLimit)->get()->map(function ($item) {
+        // Ambil data latih dan pisahkan fitur dan label
+        $trainSamples = $trainData->map(function ($item) {
             return [$item->alquran, $item->alhadis]; // Fitur
         })->toArray();
 
-        $trainLabels = TrainData::limit($trainLimit)->pluck('status')->values()->toArray();
+        $trainLabels = $trainData->pluck('status')->values()->toArray(); // Label
 
-        // Ambil data uji
+        // Cek jika data latih kosong
+        if (empty($trainSamples) || empty($trainLabels)) {
+            session()->flash('error', 'Data Latih 0. Model tidak mempelajari pola apapun');
+            return;
+        }
+
+        // Ambil data uji dan pisahkan fitur
         $testSamples = $testData->map(function ($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);
+        $classifier->train($trainSamples, $trainLabels); // Latih model dengan data latih
+        $predictedLabels = $classifier->predict($testSamples);  // Prediksi data uji
 
-        // Simpan hasil prediksi
+        // Simpan hasil prediksi ke dalam TestData
         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,
-        ]);
+        Log::info("DEBUG: Predicted Labels", ["PredictedLabels" => $predictedLabels]);
     }
 
 
+
     public function resetData()
     {
         TestData::query()->delete();
diff --git a/resources/views/pages/admin/test-data.blade.php b/resources/views/pages/admin/test-data.blade.php
index 60bf81e..809f252 100644
--- a/resources/views/pages/admin/test-data.blade.php
+++ b/resources/views/pages/admin/test-data.blade.php
@@ -99,7 +99,16 @@
         background-color: #fff;
     }
 </style>
-
+@if($errors->any())
+<script>
+    Swal.fire({
+            icon: 'error',
+            title: 'Oops...',
+            text: "{{ $errors->first() }}",
+            confirmButtonColor: '#d33'
+        });
+</script>
+@endif
 <main id="main" class="main">
     <div class="row">
         <div class="pagetitle d-flex justify-content-between align-items-center">
@@ -112,43 +121,123 @@
                 <li class="breadcrumb-item active">Data Uji</li>
             </ol>
         </nav>
-
-        <div class="row">
-            <div class="col-md-6">
-                <div class="card p-4 shadow-sm text-center border-0 hover-card">
-                    <div class="d-flex align-items-center gap-3">
-                        <i class="bx bxs-bar-chart-alt-2 fs-1 text-primary"></i>
-                        <div>
-                            <h5 class="mb-1 fw-semibold">Data Latih</h5>
-                            <p class="mb-0 fs-4 text-dark">{{ $trainPercentage }}%</p>
-                        </div>
+        <div class="col-12">
+            <div class="row text-white justify-content-center">
+                <div class="col-md-6 ">
+                    <div class="card card-main bg-info">
+                        <i class="bx bxs-bar-chart-alt-2 fs-1  custom-icon text-white"></i>
+                        <h3 class="mb-0 text-white fs-4 ">{{ $trainPercentage }}%</h3>
+                        <h6 style="color: #fff">Data Latih</h6>
                     </div>
                 </div>
+            
+                <!-- Precision -->
+                <div class="col-md-6">
+                    <div class="card card-main bg-success">
+                        <i class="bx bxs-flask fs-1 custom-icon text-white "></i>
+                        <h3 class="mb-0 text-white fs-4 ">{{ $testPercentage }}%</h3>
+                        <h6 style="color: #fff">Data Uji</h6>
+                    </div>
+                </div>
+            
             </div>
-            <div class="col-md-6">
-                <div class="card p-4 shadow-sm text-center border-0 hover-card">
-                    <div class="d-flex align-items-center gap-3">
-                        <i class="bx bxs-flask fs-1 text-danger"></i>
-                        <div>
-                            <h5 class="mb-1 fw-semibold">Data Uji</h5>
-                            <p class="mb-0 fs-4 text-dark">{{ $testPercentage }}%</p>
-                        </div>
+        </div>
+            <div class="col-12">
+            <div class="row">
+                <div class="row justify-content-center text-center mt-4">
+                    <div class="col-12">
+                        <h2 class="status-title">Jumlah Data</h2>
+                    </div>
+                </div>
+                <div class="col-md-12">
+                    <div class="card card-main">
+                        <i class="bx bx-data custom-icon data-icon"></i>
+                        <h3>{{$totalTestData}}</h3>
+
+                        <h6>Data yang di Uji</h6>
+                        <p>Diambil dari sejumlah {{ $totalTrainData }} dengan presentase {{ $testPercentage }}% data
+                            latih</p>
+                    </div>
+                </div>
+            </div>
+        </div>
+        <div class="col-12">
+            <div class="row justify-content-center text-center mt-4">
+                <div class="col-12">
+                    <h2 class="status-title">Confusion Matrix</h2>
+                </div>
+            </div>
+            <div class="row">
+                <!-- Akurasi -->
+                <div class="col-md-4">
+                    <div class="card card-main">
+                        <i class="bx bx-bar-chart-alt-2 custom-icon accuracy-icon"></i>
+                        <h3>{{ number_format($accuracy, 2) }}%</h3>
+                        <h6>Akurasi Model</h6>
+                    </div>
+                </div>
+
+                <!-- Precision -->
+                <div class="col-md-4">
+                    <div class="card card-main">
+                        <i class="bx bx-target-lock custom-icon data-icon"></i>
+                        <h3>{{ number_format($precision, 2) }}%</h3>
+                        <h6>Precision</h6>
+                    </div>
+                </div>
+
+                <!-- Recall -->
+                <div class="col-md-4">
+                    <div class="card card-main">
+                        <i class="bx bx-refresh custom-icon data-icon"></i>
+                        <h3>{{ number_format($recall, 2) }}%</h3>
+                        <h6>Recall</h6>
+                    </div>
+                </div>
+            </div>
+
+            <!-- Baris Baru untuk TP, FP, FN -->
+            <div class="row mt-3">
+                <!-- True Positive (TP) -->
+                <div class="col-md-4">
+                    <div class="card card-main">
+                        <i class="bx bx-check-circle custom-icon tp-icon"></i>
+                        <h3>{{ number_format($TP) }}</h3>
+                        <h6>True Positive (TP)</h6>
+                    </div>
+                </div>
+
+                <!-- False Positive (FP) -->
+                <div class="col-md-4">
+                    <div class="card card-main">
+                        <i class="bx bx-x-circle custom-icon fp-icon"></i>
+                        <h3>{{ number_format($FP) }}</h3>
+                        <h6>False Positive (FP)</h6>
+                    </div>
+                </div>
+
+                <!-- False Negative (FN) -->
+                <div class="col-md-4">
+                    <div class="card card-main">
+                        <i class="bx bx-error custom-icon fn-icon"></i>
+                        <h3>{{ number_format($FN) }}</h3>
+                        <h6>False Negative (FN)</h6>
                     </div>
                 </div>
             </div>
         </div>
-        
         <style>
             .hover-card {
                 transition: transform 0.3s ease, box-shadow 0.3s ease;
             }
+
             .hover-card:hover {
                 transform: translateY(-5px);
                 box-shadow: 0 8px 20px rgba(0, 0, 0, 0.15);
             }
         </style>
-        
-{{--         
+
+        {{--
         <div class="col-lg-12">
             <div class="card shadow-sm border-0">
                 <div class="card-body">
@@ -157,10 +246,14 @@
                         <div class="col-md-10">
                             <form action="{{ route('testData.show') }}" method="GET" class="d-flex gap-2">
                                 <select name="test_percentage'" class="form-select">
-                                    <option value="100" {{ request('test_percentage')==100 ? 'selected' : '' }}>100%</option>
-                                    <option value="75" {{ request('test_percentage')==75 ? 'selected' : '' }}>75%</option>
-                                    <option value="50" {{ request('test_percentage')==50 ? 'selected' : '' }}>50%</option>
-                                    <option value="25" {{ request('test_percentage')==25 ? 'selected' : '' }}>25%</option>
+                                    <option value="100" {{ request('test_percentage')==100 ? 'selected' : '' }}>100%
+                                    </option>
+                                    <option value="75" {{ request('test_percentage')==75 ? 'selected' : '' }}>75%
+                                    </option>
+                                    <option value="50" {{ request('test_percentage')==50 ? 'selected' : '' }}>50%
+                                    </option>
+                                    <option value="25" {{ request('test_percentage')==25 ? 'selected' : '' }}>25%
+                                    </option>
                                 </select>
                                 <button type="submit" class="btn btn-primary">
                                     <i class="bx bxs-mouse-alt me-1"></i> Terapkan
@@ -179,26 +272,6 @@
                 </div>
             </div>
         </div> --}}
-        
-        <!-- Kartu Statistik -->
-        <div class="col-12">
-            <div class="row">
-                <div class="row justify-content-center text-center mt-4">
-                    <div class="col-12">
-                        <h2 class="status-title">Jumlah Data</h2>
-                    </div>
-                </div>
-                <div class="col-md-12">
-                    <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 sejumlah {{ $totalTrainData }} dengan presentase {{ $testPercentage }}% data latih</p>
-                    </div>
-                </div>
-            </div>
-        </div>
 
         <div class="container mb-0">
             <!-- Judul -->
@@ -239,7 +312,8 @@
                                 <div class="text-start">
                                     <div class="number">{{ number_format($probStatus['Terlambat'] ?? 0, 2) }}%</div>
                                     <div class="status-label">Terlambat</div>
-                                    <small>Sejumlah <b> {{ $totalTidakTercapai }} </b> dari {{ $totalTestData }} data</small>
+                                    <small>Sejumlah <b> {{ $totalTidakTercapai }} </b> dari {{ $totalTestData }}
+                                        data</small>
                                 </div>
                             </div>
                             <div class="progress mx-auto" style="width: 80%;">
@@ -261,7 +335,7 @@
                     <h2 class="status-title">Probabilitas Atribut Numerik</h2>
                 </div>
             </div>
-        
+
             <div class="row justify-content-center">
                 <!-- Probabilitas Capaian Al-Qur'an -->
                 <div class="col-md-4">
@@ -276,7 +350,8 @@
                         <div class="d-flex justify-content-between">
                             <div>
                                 <p class="small text-muted mb-1">Tercapai</p>
-                                <p class="fw-bold fs-5 ">{{ number_format($probNumerik['alquran']['Tercapai']['mean'], 2) }}</p>
+                                <p class="fw-bold fs-5 ">{{ number_format($probNumerik['alquran']['Tercapai']['mean'],
+                                    2) }}</p>
                             </div>
                             <div>
                                 <p class="small text-muted mb-1">Tidak Tercapai</p>
@@ -288,7 +363,8 @@
                         <div class="d-flex justify-content-between">
                             <div>
                                 <p class="small text-muted mb-1">Tercapai</p>
-                                <p class="fw-bold fs-6 ">{{ number_format($probNumerik['alquran']['Tercapai']['std_dev'], 2) }}</p>
+                                <p class="fw-bold fs-6 ">{{
+                                    number_format($probNumerik['alquran']['Tercapai']['std_dev'], 2) }}</p>
                             </div>
                             <div>
                                 <p class="small text-muted mb-1">Tidak Tercapai</p>
@@ -297,7 +373,7 @@
                         </div>
                     </div>
                 </div>
-        
+
                 <!-- Probabilitas Capaian Al-Hadis -->
                 <div class="col-md-4">
                     <div class="card shadow-sm border-0 text-center p-3">
@@ -311,7 +387,8 @@
                         <div class="d-flex justify-content-between">
                             <div>
                                 <p class="small text-muted mb-1">Tercapai</p>
-                                <p class="fw-bold fs-5 ">{{ number_format($probNumerik['alhadis']['Tercapai']['mean'], 2) }}</p>
+                                <p class="fw-bold fs-5 ">{{ number_format($probNumerik['alhadis']['Tercapai']['mean'],
+                                    2) }}</p>
                             </div>
                             <div>
                                 <p class="small text-muted mb-1">Tidak Tercapai</p>
@@ -323,7 +400,8 @@
                         <div class="d-flex justify-content-between">
                             <div>
                                 <p class="small text-muted mb-1">Tercapai</p>
-                                <p class="fw-bold fs-6 ">{{ number_format($probNumerik['alhadis']['Tercapai']['std_dev'], 2) }}</p>
+                                <p class="fw-bold fs-6 ">{{
+                                    number_format($probNumerik['alhadis']['Tercapai']['std_dev'], 2) }}</p>
                             </div>
                             <div>
                                 <p class="small text-muted mb-1">Tidak Tercapai</p>
@@ -332,7 +410,7 @@
                         </div>
                     </div>
                 </div>
-        
+
                 <!-- Probabilitas Tahun Angkatan -->
                 <div class="col-md-4">
                     <div class="card shadow-sm border-0 text-center p-3">
@@ -346,11 +424,13 @@
                         <div class="d-flex justify-content-between">
                             <div>
                                 <p class="small text-muted mb-1">Tercapai</p>
-                                <p class="fw-bold fs-5 ">{{ number_format($probNumerik['tahun_angkatan']['Tercapai']['mean'], 2) }}</p>
+                                <p class="fw-bold fs-5 ">{{
+                                    number_format($probNumerik['tahun_angkatan']['Tercapai']['mean'], 2) }}</p>
                             </div>
                             <div>
                                 <p class="small text-muted mb-1">Tidak Tercapai</p>
-                                <p class="fw-bold fs-5 text-danger">{{ number_format($probNumerik['tahun_angkatan']['Tidak Tercapai']['mean'], 2) }}</p>
+                                <p class="fw-bold fs-5 text-danger">{{
+                                    number_format($probNumerik['tahun_angkatan']['Tidak Tercapai']['mean'], 2) }}</p>
                             </div>
                         </div>
                         <hr class="my-2">
@@ -358,20 +438,22 @@
                         <div class="d-flex justify-content-between">
                             <div>
                                 <p class="small text-muted mb-1">Tercapai</p>
-                                <p class="fw-bold fs-6 ">{{ number_format($probNumerik['tahun_angkatan']['Tercapai']['std_dev'], 2) }}</p>
+                                <p class="fw-bold fs-6 ">{{
+                                    number_format($probNumerik['tahun_angkatan']['Tercapai']['std_dev'], 2) }}</p>
                             </div>
                             <div>
                                 <p class="small text-muted mb-1">Tidak Tercapai</p>
-                                <p class="fw-bold fs-6 text-danger">{{ number_format($probNumerik['tahun_angkatan']['Tidak Tercapai']['std_dev'], 2) }}</p>
+                                <p class="fw-bold fs-6 text-danger">{{
+                                    number_format($probNumerik['tahun_angkatan']['Tidak Tercapai']['std_dev'], 2) }}</p>
                             </div>
                         </div>
                     </div>
                 </div>
             </div>
         </div>
-        
-        
-        
+
+
+
         <div class="container mt-4">
             <div class="row justify-content-center text-center mt-4">
                 <div class="col-12">
@@ -384,9 +466,9 @@
                     <div class="card">
                         <div class="card-header bg-danger text-white">
                             <h5 class="align-items-center d-flex fw-bold" style="margin-bottom: 0"><i
-                                class="bx bx-universal-access me-2"></i> Jenis
-                            Kelamin
-                        </h5>
+                                    class="bx bx-universal-access me-2"></i> Jenis
+                                Kelamin
+                            </h5>
                         </div>
                         <div class="card-body">
                             <table class="table">
@@ -400,28 +482,36 @@ class="bx bx-universal-access me-2"></i> Jenis
                                 <tbody>
                                     <tr>
                                         <td>Tercapai</td>
-                                        <td>{{ number_format($probKelamin['Tercapai']['Laki-laki']['probability'] * 100, 2) }}% ({{ $probKelamin['Tercapai']['Laki-laki']['count'] }}/{{ $totalTercapai }})</td>
-                                        <td>{{ number_format($probKelamin['Tercapai']['Perempuan']['probability'] * 100, 2) }}% ({{ $probKelamin['Tercapai']['Perempuan']['count'] }}/{{ $totalTercapai }})</td>
-                                                
+                                        <td>{{ number_format($probKelamin['Tercapai']['Laki-laki']['probability'] * 100,
+                                            2) }}% ({{ $probKelamin['Tercapai']['Laki-laki']['count'] }}/{{
+                                            $totalTercapai }})</td>
+                                        <td>{{ number_format($probKelamin['Tercapai']['Perempuan']['probability'] * 100,
+                                            2) }}% ({{ $probKelamin['Tercapai']['Perempuan']['count'] }}/{{
+                                            $totalTercapai }})</td>
+
                                     </tr>
                                     <tr>
                                         <td>Tidak Tercapai</td>
-                                        <td>{{ number_format($probKelamin['Tidak Tercapai']['Laki-laki']['probability'] * 100, 2) }}% ({{ $probKelamin['Tidak Tercapai']['Laki-laki']['count'] }}/{{ $totalTidakTercapai }})</td>
-                                        <td>{{ number_format($probKelamin['Tidak Tercapai']['Perempuan']['probability'] * 100, 2) }}% ({{ $probKelamin['Tidak Tercapai']['Perempuan']['count'] }}/{{ $totalTidakTercapai }})</td>
+                                        <td>{{ number_format($probKelamin['Tidak Tercapai']['Laki-laki']['probability']
+                                            * 100, 2) }}% ({{ $probKelamin['Tidak Tercapai']['Laki-laki']['count'] }}/{{
+                                            $totalTidakTercapai }})</td>
+                                        <td>{{ number_format($probKelamin['Tidak Tercapai']['Perempuan']['probability']
+                                            * 100, 2) }}% ({{ $probKelamin['Tidak Tercapai']['Perempuan']['count'] }}/{{
+                                            $totalTidakTercapai }})</td>
                                     </tr>
                                 </tbody>
                             </table>
                         </div>
                     </div>
                 </div>
-        
+
                 <!-- Probabilitas Asal Daerah -->
                 <div class="col-md-6">
                     <div class="card">
                         <div class="card-header bg-primary text-white">
                             <h5 class="align-items-center d-flex fw-bold" style="margin-bottom: 0"><i
-                                class="bx bx-buildings me-2"></i> Asal Daerah
-                        </h5>
+                                    class="bx bx-buildings me-2"></i> Asal Daerah
+                            </h5>
                         </div>
                         <div class="card-body">
                             <table class="table">
@@ -435,9 +525,13 @@ class="bx bx-buildings me-2"></i> Asal Daerah
                                 <tbody>
                                     <tr>
                                         <td>Tercapai</td>
-                                        <td>{{ number_format($probProvinsi['Tercapai']['Dalam Provinsi']['probability'] * 100, 2) }}% ({{ $probProvinsi['Tercapai']['Dalam Provinsi']['count'] }}/{{ $totalTercapai }})</td>
-                                        <td>{{ number_format($probProvinsi['Tercapai']['Luar Provinsi']['probability'] * 100, 2) }}% ({{ $probProvinsi['Tercapai']['Luar Provinsi']['count'] }}/{{ $totalTercapai }})</td>
-                                        
+                                        <td>{{ number_format($probProvinsi['Tercapai']['Dalam Provinsi']['probability']
+                                            * 100, 2) }}% ({{ $probProvinsi['Tercapai']['Dalam Provinsi']['count'] }}/{{
+                                            $totalTercapai }})</td>
+                                        <td>{{ number_format($probProvinsi['Tercapai']['Luar Provinsi']['probability'] *
+                                            100, 2) }}% ({{ $probProvinsi['Tercapai']['Luar Provinsi']['count'] }}/{{
+                                            $totalTercapai }})</td>
+
                                     </tr>
                                     <tr>
                                         <td>Tidak Tercapai</td>
@@ -451,7 +545,7 @@ class="bx bx-buildings me-2"></i> Asal Daerah
                 </div>
             </div>
         </div>
-        
+
         <div class="container">
             <div class="row justify-content-center text-center mt-4">
                 <div class="col-12">
@@ -479,13 +573,17 @@ class="bx bx-map-pin me-2"></i> Asal Daerah
                                 <tbody>
                                     <tr>
                                         <td>Dalam Provinsi</td>
-                                        <td>{{ number_format($probRegion['Dalam Provinsi']['probability'] ?? 0, 2) }}%</td>
-                                        <td>{{ number_format($peluangRegion['Dalam Provinsi']['peluang'] ?? 0, 2) }}%</td>
+                                        <td>{{ number_format($probRegion['Dalam Provinsi']['probability'] ?? 0, 2) }}%
+                                        </td>
+                                        <td>{{ number_format($peluangRegion['Dalam Provinsi']['peluang'] ?? 0, 2) }}%
+                                        </td>
                                     </tr>
                                     <tr>
                                         <td>Luar Provinsi</td>
-                                        <td>{{ number_format($probRegion['Luar Provinsi']['probability'] ?? 0, 2) }}%</td>
-                                        <td>{{ number_format($peluangRegion['Luar Provinsi']['peluang'] ?? 0, 2) }}%</td>
+                                        <td>{{ number_format($probRegion['Luar Provinsi']['probability'] ?? 0, 2) }}%
+                                        </td>
+                                        <td>{{ number_format($peluangRegion['Luar Provinsi']['peluang'] ?? 0, 2) }}%
+                                        </td>
                                     </tr>
                                 </tbody>
                             </table>
@@ -546,8 +644,8 @@ class="bx bxs-user-badge me-2"></i> Jenis
                             <i class='bx bx-file'></i> Export Excel
                         </button>
                     </div>
-        
-                   <div class="table-responsive">
+
+                    <div class="table-responsive">
                         <table id="dataTable" class="table table-striped table-bordered">
                             <thead>
                                 <tr>
@@ -593,47 +691,13 @@ class="bx bxs-user-badge me-2"></i> Jenis
                             </tbody>
                         </table>
                     </div>
-                
+
                 </div>
             </div>
         </div>
 
-        <div class="col-12">
-            <div class="row justify-content-center text-center mt-4">
-                <div class="col-12">
-                    <h2 class="status-title">Conffusion Matrix</h2>
-                </div>
-            </div>
-            <div class="row">
-                <!-- Akurasi -->
-                <div class="col-md-4">
-                    <div class="card card-main">
-                        <i class="bx bx-bar-chart-alt-2 custom-icon accuracy-icon"></i>
-                        <h3>{{ number_format($accuracy, 2) }}%</h3>
-                        <h6>Akurasi Model</h6>
-                    </div>
-                </div>
-        
-                <!-- Precision -->
-                <div class="col-md-4">
-                    <div class="card card-main">
-                        <i class="bx bx-target-lock custom-icon data-icon"></i>
-                        <h3>{{ number_format($precision, 2) }}%</h3>
-                        <h6>Precision</h6>
-                    </div>
-                </div>
-        
-                <!-- Recall -->
-                <div class="col-md-4">
-                    <div class="card card-main">
-                        <i class="bx bx-refresh custom-icon data-icon"></i>
-                        <h3>{{ number_format($recall, 2) }}%</h3>
-                        <h6>Recall</h6>
-                    </div>
-                </div>
-            </div>
-        </div>
-        
+
+
     </div>
 </main>
 
@@ -648,7 +712,7 @@ class="bx bxs-user-badge me-2"></i> Jenis
 <script src="https://cdn.datatables.net/buttons/2.4.2/js/dataTables.buttons.min.js"></script>
 <script src="https://cdnjs.cloudflare.com/ajax/libs/jszip/3.10.1/jszip.min.js"></script>
 <script src="https://cdn.datatables.net/buttons/2.4.2/js/buttons.html5.min.js"></script>
-        
+
 <script>
     $(document).ready(function () {
         var table = $('#dataTable').DataTable({
diff --git a/resources/views/pages/admin/train-data.blade.php b/resources/views/pages/admin/train-data.blade.php
index b867117..2bf4204 100644
--- a/resources/views/pages/admin/train-data.blade.php
+++ b/resources/views/pages/admin/train-data.blade.php
@@ -65,27 +65,34 @@ class="btn btn-warning w-100 d-flex align-items-center justify-content-center ga
             </div>
         </div>
 
-
-
         <div class="col-lg-12">
             <div class="card shadow-sm border-0">
                 <div class="card-body">
-                    <h5 class="card-title mb-3">Bagi Data </h5>
+                    <h5 class="card-title mb-3">Bagi Data</h5>
                     <div class="row g-2">
                         <div class="col-md-12">
-                            <form action="{{ route('trainData.setPercentage') }}" method="GET"
-                                class="d-flex gap-2 card-body">
+                            <form action="{{ route('trainData.setPercentage') }}" method="GET" class="d-flex gap-2 card-body">
                                 <select name="train_percentage" class="form-select">
-                                    <option value="90" {{ request('train_percentage')==10 ? 'selected' : '' }}>90% Data
-                                        Latih 10% Data Uji</option>
-                                    <option value="80" {{ request('train_percentage')==80 ? 'selected' : '' }}>80% Data
-                                        Latih 20% Data Uji</option>
-                                    <option value="70" {{ request('train_percentage')==70 ? 'selected' : '' }}>70% Data
-                                        Latih 30% Data Uji</option>
-                                    <option value="60" {{ request('train_percentage')==60 ? 'selected' : '' }}>60% Data
-                                        Latih 40% Data Uji</option>
-                                    <option value="50" {{ request('train_percentage')==50 ? 'selected' : '' }}>50% Data
-                                        Latih 50% Data Uji</option>
+                                    <option value="90" {{ request('train_percentage')==90 ? 'selected' : '' }}>90% Data Latih
+                                        10% Data Uji</option>
+                                    <option value="80" {{ request('train_percentage')==80 ? 'selected' : '' }}>80% Data Latih
+                                        20% Data Uji</option>
+                                    <option value="70" {{ request('train_percentage')==70 ? 'selected' : '' }}>70% Data Latih
+                                        30% Data Uji</option>
+                                    <option value="60" {{ request('train_percentage')==60 ? 'selected' : '' }}>60% Data Latih
+                                        40% Data Uji</option>
+                                    <option value="50" {{ request('train_percentage')==50 ? 'selected' : '' }}>50% Data Latih
+                                        50% Data Uji</option>
+                                    <option value="40" {{ request('train_percentage')==40 ? 'selected' : '' }}>40% Data Latih
+                                        60% Data Uji</option>
+                                    <option value="30" {{ request('train_percentage')==30 ? 'selected' : '' }}>30% Data Latih
+                                        70% Data Uji</option>
+                                    <option value="20" {{ request('train_percentage')==20 ? 'selected' : '' }}>20% Data Latih
+                                        80% Data Uji</option>
+                                    <option value="10" {{ request('train_percentage')==10 ? 'selected' : '' }}>10% Data Latih
+                                        90% Data Uji</option>
+                                    <option value="0" {{ request('train_percentage')==0 ? 'selected' : '' }}>100% Data Uji
+                                    </option>
                                 </select>
                                 <button type="submit" class="btn btn-primary">
                                     <i class="bx bxs-mouse-alt me-1"></i> Terapkan