hypothesis class

Data

subject:: Data Science Methods for Large Scale Graphs parent:: Graph Signals and Graph Signal Processing theme:: math notes

Hypothesis Class

A hypothesis class of functions is a family $\mathcal{F}$ of all possible functions an estimated distribution can come from.

Example (Linear Regression)

$\mathcal{F}=\{f(x)=\alpha x+b|a,b\in \mathbb{R}\}$

Mentions

TABLE
FROM [[]]
 
FLATTEN choice(contains(artist, this.file.link), 1, "") + choice(contains(author, this.file.link), 1, "") + choice(contains(director, this.file.link), 1, "") + choice(contains(source, this.file.link), 1, "") as direct_source
 
WHERE !direct_source