@extends('layouts.admin') @section('title', 'Hasil Rekomendasi C4.5') @section('content')

Hasil Rekomendasi C4.5

Hasil analisis kriteria siswa berdasarkan algoritma C4.5 Decision Tree.

Cek Rekomendasi Lagi Kembali ke Menu
@php // Mengambil data dari session atau $data jika dipass dari controller $dataTesting = session('hasil_prediksi') ?? $dataTesting ?? null; $rulePath = session('rulePath') ?? $rulePath ?? []; $hasilJurusan = session('hasilJurusan') ?? (is_object($dataTesting) ? ($dataTesting->hasil_rekomendasi ?? '') : ''); @endphp @if($dataTesting)
Output Klasifikasi C4.5
@if(!empty(is_object($dataTesting) ? $dataTesting->nama : ($dataTesting['nama'] ?? ''))) {{ is_object($dataTesting) ? $dataTesting->nama : $dataTesting['nama'] }} @endif
Program Studi Rekomendasi Utama:

{{ $hasilJurusan }}

Rincian Input & Hasil Preprocessing:
  • Nilai Rapor (Raw) {{ is_object($dataTesting) ? ($dataTesting->nilai_raw ?? $dataTesting->nilai) : ($dataTesting['nilai_raw'] ?? $dataTesting['nilai'] ?? '-') }}
    Kategori C4.5 {{ is_object($dataTesting) ? $dataTesting->nilai : ($dataTesting['nilai'] ?? '-') }}
  • Mata Pelajaran Favorit "{{ is_object($dataTesting) ? ($dataTesting->mapel_favorit_raw ?? $dataTesting->mapel_favorit) : ($dataTesting['mapel_favorit_raw'] ?? $dataTesting['mapel_favorit'] ?? '-') }}"
    Pemetaan {{ is_object($dataTesting) ? $dataTesting->mapel_favorit : ($dataTesting['mapel_favorit'] ?? '-') }}
  • Preferensi Studi "{{ is_object($dataTesting) ? ($dataTesting->preferensi_studi_raw ?? $dataTesting->preferensi_studi) : ($dataTesting['preferensi_studi_raw'] ?? $dataTesting['preferensi_studi'] ?? '-') }}"
    Pemetaan {{ is_object($dataTesting) ? $dataTesting->preferensi_studi : ($dataTesting['preferensi_studi'] ?? '-') }}
  • Cita-Cita / Karier "{{ is_object($dataTesting) ? ($dataTesting->cita_cita_raw ?? $dataTesting->cita_cita) : ($dataTesting['cita_cita_raw'] ?? $dataTesting['cita_cita'] ?? '-') }}"
    Pemetaan {{ is_object($dataTesting) ? $dataTesting->cita_cita : ($dataTesting['cita_cita'] ?? '-') }}
  • Minat Spesifik "{{ is_object($dataTesting) ? ($dataTesting->minat_raw ?? $dataTesting->minat) : ($dataTesting['minat_raw'] ?? $dataTesting['minat'] ?? '-') }}"
    Pemetaan {{ is_object($dataTesting) ? $dataTesting->minat : ($dataTesting['minat'] ?? '-') }}
Jalur Keputusan (Rules)

Berikut langkah inferensi yang dilalui kriteria siswa pada *Decision Tree*:

@if(!empty($rulePath))
    @foreach($rulePath as $step)
  • {{ $step }}
  • @endforeach

Kesimpulan Akhir: {{ $hasilJurusan }} @else Jalur rule tidak tersedia. @endif
@else
Data hasil rekomendasi tidak ditemukan. Silakan input data kembali.
@endif
@endsection