riset-teknologi-informasi/worksheets/ws-11-reproducibility.md
hb_alim e1a89375cc feat: complete book project — Riset Teknologi Informasi
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- 16 worksheets, 16 templates
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# WS-11: Data Validation
> **Bab Terkait:** Bab 11 — Data Validation & Integrity
> **Tujuan:** Memvalidasi kelengkapan, konsistensi, dan keandalan data eksperimen
> **Referensi:** Lampiran B.11 | Template A.11
---
## Latihan 1 — Completeness Check
| Skenario | Data Point Diharapkan | Data Point Tersedia | Hilang | Penanganan |
|----------|----------------------|--------------------|---------|-----------|
| S1 | | | | |
| S2 | | | | |
| S3 | | | | |
**Simulasi: 2 run hilang (timeout). Dampak:**
> ___________________________________________________
**Keputusan penanganan data hilang:**
- [ ] Re-run
- [ ] Hapus skenario
- [ ] Lanjutkan dengan catatan
---
## Latihan 2 — Anomaly Investigation
**Skenario anomali:** Satu skenario menunjukkan performa 10x lebih baik dari rata-rata.
| Langkah Investigasi | Temuan |
|--------------------|--------|
| 1. Cek apakah bug di kode | |
| 2. Cek cache effect | |
| 3. Cek parameter input | |
| 4. Cek environment (background process) | |
| 5. Re-run dengan seed berbeda | |
**Keputusan:** [ ] Bug / [ ] Cache effect / [ ] Genuine result
**Justifikasi:** ________________________________________
---
## Latihan 3 — Full Validation Report
| Aspek Validasi | Status | Catatan |
|---------------|--------|--------|
| Completeness | [ ] Pass / [ ] Fail | |
| Consistency | [ ] Pass / [ ] Fail | |
| Range check | [ ] Pass / [ ] Fail | |
| Logical validity | [ ] Pass / [ ] Fail | |
**Keputusan final:**
- [ ] Data siap analisis
- [ ] Perlu cleaning (detail: _________________________)
- [ ] Perlu re-run (detail: ___________________________)
---
## Refleksi
> *"Jika reviewer meminta raw data dan log eksperimen — apakah saya bisa menyediakannya dalam 10 menit?"*
**Jawaban refleksi:**
> ___________________________________________________
---
<!-- Worksheet dari Bab 11 — Data Validation & Integrity -->