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单层感知机学习算法的收敛性 | Alex_McAvoy #1000

Open Alex-McAvoy opened 9 months ago

Alex-McAvoy commented 9 months ago

https://alex-mcavoy.github.io/artificial-intelligence/machine-learning/supervised-learning/74c8d496.html

【Novikoff 定理】设训练集 $D={(\mathbf{x}_1,y_1),(\mathbf{x}_2,y_2),…,(\mathbf{x}_N,y_N)}$ 是是线性可分的,第 $i$ 组样本中的输入 $\mathbf{x}_i$ 具有 $n$ 个特征值,即:$\mathbf{x}_i=(x_i^{(1)},x_i^{(2)},…,x_i^{(n)})\in \mathbb{R}^n$