Machine Learning

Machine learning

Input: data $\mathcal{X}$ and label $\mathcal{Y}$. Unknown target function $$f:\mathcal{X} \rightarrow \mathcal{Y}$$ Training examples $$(x_1,y_1),\ldots,(x_n,y_n)$$ Hypothesis set $$H=\{h_1,\ldots,h_m\}$$ Learning algorithm $$h = A \leftarrow \{H, X, Y\}$$ Final hypothesis $$h \approx f$$ Example of SyntaxHighlighter

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