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AI (Active function, Loss function, 應用, 實例) - Coggle Diagram
AI
Active function
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Softmax (discrete) classify
\[ \mathrm{softmax}(\mathbf{x})_i = \frac{\mathrm{e}(x_i)}{\sum_{j=1}^{n} \mathrm{e}(x_j)} \]
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Loss function
回歸問題
均方誤差(Mean square error,MSE)
平均絕對值誤差(Mean absolute error,MAE)
分類問題
交叉熵(cross-entropy)
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