nuluh/thesis
1
0
Fork 0
Code Issues 47 Pull Requests Actions Packages Projects Releases 1 Wiki Activity

feat(latex): add new glossary entries for explained variance ratio, standard scaler, grid search, and stratified k-fold and add efficiency metrics and SVM hyperparameters to notations

Browse Source
This commit is contained in:
Rifqi D. Panuluh
2025-10-15 12:03:17 +00:00
parent 866799fb65
commit e1376b6d03
4 changed files with 118 additions and 76 deletions
Download Patch File Download Diff File Expand all files Collapse all files

5
latex/chapters/id/03_methodology/index.tex
View File

@@ -93,13 +93,12 @@ Kinerja model dievaluasi menggunakan beberapa metrik standar:
\subsection{Metrik Efisiensi}
Untuk menilai trade-off antara akurasi dan kompleksitas komputasi, didefinisikan metrik efisiensi:
\begin{equation}
E_i = \frac{S_i}{T_i^{\alpha}},
E_i = \frac{S_i}{T_i},
\end{equation}
dengan:
\begin{itemize}
\item $S_i$ = rata-rata skor akurasi hasil 5-\textit{fold cross-validation} (0–1)
\item $S_i$ = rata-rata skor akurasi hasil 5-\textit{fold cross-validation})
\item $T_i$ = rata-rata waktu pelatihan per iterasi (dalam detik)
\item $\alpha$ = eksponen pembobot waktu (ditetapkan = 1)
\end{itemize}
Metrik ini memungkinkan identifikasi konfigurasi model yang memberikan keseimbangan optimal antara performa dan efisiensi komputasi.