A Detailed Guide On Gradient Boosting Algorithm With Examples
A Detailed Guide On Gradient Boosting Algorithm With Examples
19 DFómh 2022
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ricks_ai_lab on Instagram: "🚀 𝐗𝐆𝐁𝐨𝐨𝐬𝐭 — 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐓𝐫𝐞𝐞𝐬, 𝐁𝐮𝐭 𝐓𝐫𝐚𝐢𝐧𝐞𝐝 𝐭𝐨 𝐅𝐢𝐱 𝐄𝐚𝐜𝐡 𝐎𝐭𝐡𝐞𝐫 🚀 XGBoost (Extreme Gradient Boosting) is a boosting algorithm that builds an ensemble of small decision trees sequentially, not independently like random forests. Each new tree focuses on correcting the mistakes of the previous ones. 🧠 𝐇𝐨𝐰 𝐗𝐆𝐁𝐨𝐨𝐬𝐭 𝐖𝐨𝐫𝐤𝐬 — Start with a simple initial prediction — Measure error using a differentiable loss function — Co
0:51
ricks_ai_lab on Instagram: "🚀 𝐗𝐆𝐁𝐨𝐨𝐬𝐭 — 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐓𝐫𝐞𝐞𝐬, 𝐁𝐮𝐭 𝐓𝐫𝐚𝐢𝐧𝐞𝐝 𝐭𝐨 𝐅𝐢𝐱 𝐄𝐚𝐜𝐡 𝐎𝐭𝐡𝐞𝐫 🚀 XGBoost (Extreme Gradient Boosting…
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