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@@ -48,7 +48,7 @@ $$
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$$
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[解析]:该式与式(13.3)相同,即后验概率。 可通过有标记数据对模型参数$(\alpha_i,\mu_i,\Sigma_i)$进行初始化,具体来说:
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$$\alpha_i = \cfrac{l_i}{|D_l|},where |D_l| = \sum_{i=1}^N l_i$$
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-$$\mu_i = \cfrac{1}{l_i}\sum_{(x_j,y_j) \in D_l\wedge y_i=i}(x_j-\mu_j)(x_j-\mu_j)^T$$
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+$$\mu_i = \cfrac{1}{l_i}\sum_{(x_j,y_j) \in D_l\wedge y_i=i}x_j$$
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$$
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\Sigma_{i}=\frac{1}{l_{i}} \sum_{\left(x_{j}, y_{j}\right) \in D_{l} \wedge y_{j}=i}\left( x_{j}- \mu_{i}\right)\left( x_{j}-\mu_{i}\right)^{\top}
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$$
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