curse of dimensionality
21Преобразование Карунена - Лоэва — Метод Главных Компонент (англ. Principal components analysis, PCA) один из основных способов уменьшить размерность данных, потеряв наименьшее количество информации. Изобретен К. Пирсоном (англ. Karl Pearson) в 1901 г. Применяется во многих… …
22Преобразование Кархунена - Лоэва — Метод Главных Компонент (англ. Principal components analysis, PCA) один из основных способов уменьшить размерность данных, потеряв наименьшее количество информации. Изобретен К. Пирсоном (англ. Karl Pearson) в 1901 г. Применяется во многих… …
23Преобразование Хотеллинга — Метод Главных Компонент (англ. Principal components analysis, PCA) один из основных способов уменьшить размерность данных, потеряв наименьшее количество информации. Изобретен К. Пирсоном (англ. Karl Pearson) в 1901 г. Применяется во многих… …
24Sparse grid — Sparse grids are a numerical technique to represent, integrate or interpolate high dimensional functions. They were originally found by the Russian mathematician Smolyak and are based on a sparse tensor product construction. Computer algorithms… …
25Supervised learning — is a machine learning technique for learning a function from training data. The training data consist of pairs of input objects (typically vectors), and desired outputs. The output of the functioncan be a continuous value (called regression), or… …
26Monte Carlo method — Not to be confused with Monte Carlo algorithm. Computational physics …
27Naive Bayes classifier — A naive Bayes classifier is a simple probabilistic classifier based on applying Bayes theorem with strong (naive) independence assumptions. A more descriptive term for the underlying probability model would be independent feature model . In… …
28Numerical integration — consists of finding numerical approximations for the value S In numerical analysis, numerical integration constitutes a broad family of algorithms for calculating the numerical value of a definite integral, and by extension, the term is also… …
29List of combinatorics topics — This is a list of combinatorics topics.A few decades ago it might have been said that combinatorics is little more than a way to classify poorly understood problems, and some standard remedies. Great progress has been made since 1960.This page is …
30List of numerical analysis topics — This is a list of numerical analysis topics, by Wikipedia page. Contents 1 General 2 Error 3 Elementary and special functions 4 Numerical linear algebra …
