{{-- ================= HEADER ================= --}}

Hasil Analisis Sentimen

Berikut adalah hasil evaluasi model dan detail analisis sentimen terhadap ulasan wisata.

{{-- ================= METRICS ================= --}}

Precision

{{ $evaluasi->precision ?? 0 }}

Recall

{{ $evaluasi->recall ?? 0 }}

F1 Score

{{ $evaluasi->f1_score ?? 0 }}

Akurasi

{{ $evaluasi->accuracy ?? 0 }}

{{-- ================= MATRIX + PERFORMA ================= --}}
{{-- CONFUSION MATRIX --}}

Confusion Matrix

Positif Negatif Netral
Positif {{ $evaluasi->tp ?? 0 }} {{ $evaluasi->fn ?? 0 }} 0
Negatif {{ $evaluasi->fp ?? 0 }} {{ $evaluasi->tn ?? 0 }} 0
Netral 0 0 0
{{-- PERFORMA --}}

Performa per Kelas

Kelas Precision Recall F1 Support
Positif {{ $evaluasi->precision ?? 0 }} {{ $evaluasi->recall ?? 0 }} {{ $evaluasi->f1_score ?? 0 }} -
Negatif {{ $evaluasi->precision ?? 0 }} {{ $evaluasi->recall ?? 0 }} {{ $evaluasi->f1_score ?? 0 }} -
Netral {{ $evaluasi->precision ?? 0 }} {{ $evaluasi->recall ?? 0 }} {{ $evaluasi->f1_score ?? 0 }} -
{{-- ================= FILTER ================= --}}
{{-- ================= TABLE ================= --}}

Detail Hasil Analisis Sentimen

@forelse($hasil as $index => $item) @empty @endforelse
No Wisata Ulasan Sentimen Probabilitas
{{ $loop->iteration }} {{ $item->wisata }} {{ Str::limit($item->ulasan_terolah, 80) }} {{ $item->sentimen }} {{ $item->probabilitas ?? '-' }}
Tidak ada data
{{-- PAGINATION --}}
{{-- INFO --}}
Menampilkan {{ $hasil->firstItem() }} - {{ $hasil->lastItem() }} dari {{ $hasil->total() }} data
{{-- PAGINATION --}} {{-- PAGINATION --}}
{{-- PREV --}} @if ($hasil->onFirstPage()) ‹ @else ‹ @endif {{-- PAGE NUMBERS --}} @foreach ($hasil->getUrlRange(1, $hasil->lastPage()) as $page => $url) @php $query = request()->query(); $query['page'] = $page; $customUrl = url()->current() . '?' . http_build_query($query); @endphp @if ($page == $hasil->currentPage()) {{ $page }} @elseif ($page <= 3 || $page > $hasil->lastPage()-3 || abs($page - $hasil->currentPage()) <= 1) {{ $page }} @elseif ($page == 4 || $page == $hasil->lastPage()-3) ... @endif @endforeach {{-- NEXT --}} @if ($hasil->hasMorePages()) › @else › @endif