Menemukan kombinasi hyperparameter terbaik untuk memaksimalkan skor akurasi model.
Konsep Kunci Grid Search:
Pelajari sintaks di bawah, pahami alur eksekusi logika interpreter Python, dan uji secara langsung di Code Lab Skillance Academy.
Menemukan kombinasi hyperparameter terbaik untuk memaksimalkan skor akurasi model.
Pelajari sintaks di bawah, pahami alur eksekusi logika interpreter Python, dan uji secara langsung di Code Lab Skillance Academy.
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<style>
body {
font-family: 'Fira Code', Consolas, Monaco, monospace;
background: #0f172a;
color: #f8fafc;
padding: 20px;
margin: 0;
line-height: 1.6;
}
.header {
background: #1e293b;
padding: 10px 16px;
border-radius: 8px 8px 0 0;
border-bottom: 2px solid #334155;
display: flex;
align-items: center;
gap: 8px;
font-size: 13px;
color: #94a3b8;
}
.dot { width: 12px; height: 12px; border-radius: 50%; display: inline-block; }
.dot-red { background: #ef4444; }
.dot-yellow { background: #eab308; }
.dot-green { background: #22c55e; }
.code-box {
background: #1e293b;
padding: 18px 20px;
border-bottom: 1px dashed #334155;
color: #38bdf8;
font-size: 14px;
white-space: pre-wrap;
}
.keyword { color: #f43f5e; font-weight: bold; }
.comment { color: #64748b; font-style: italic; }
.string { color: #4ade80; }
.number { color: #fca311; }
.output-box {
background: #020617;
padding: 18px 20px;
border-radius: 0 0 8px 8px;
color: #e2e8f0;
font-size: 13px;
}
.prompt { color: #fca311; font-weight: bold; }
</style>
</head>
<body>
<div class="header">
<span class="dot dot-red"></span>
<span class="dot dot-yellow"></span>
<span class="dot dot-green"></span>
<span style="margin-left: 8px; font-weight: bold; color: #38bdf8;">Grid Search - Skillance Python 3.12</span>
</div>
<div class="code-box">
<span class="comment"># Skrip Python - Skillance Academy Indonesia</span>
from sklearn.model_selection import GridSearchCV
print('Pencarian Hyperparameter Terbaik Selesai')
</div>
<div class="output-box">
<div style="color: #64748b; margin-bottom: 6px;">[Terminal Output] > python main.py</div>
<div style="color: #4ade80; font-weight: bold;">Pencarian Hyperparameter Terbaik Selesai</div>
</div>
</body>
</html>
Uji skrip Python untuk topik Grid Search di atas dan amati hasil eksekusi terminalnya secara instan.