Gérard Biau,Luc Devroye's Lectures on the Nearest Neighbor Method (Springer Series in PDF

By Gérard Biau,Luc Devroye

This textual content provides a wide-ranging and rigorous assessment of nearest neighbor equipment, some of the most very important paradigms in computer studying. Now in a single self-contained quantity, this ebook systematically covers key statistical, probabilistic, combinatorial and geometric rules for realizing, examining and constructing nearest neighbor methods.

Gérard Biau is a professor at Université Pierre et Marie Curie (Paris). Luc Devroye is a professor on the tuition of computing device technology at McGill college (Montreal).   

Show description

Read Online or Download Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences) PDF

Best mathematical & statistical books

Download e-book for kindle: Mathematica Cookbook: Building Blocks for Science, by Sal Mangano

Mathematica Cookbook is helping you grasp the application's middle rules via strolling you thru real-world difficulties. excellent for looking, this e-book contains recipes for operating with numerics, information buildings, algebraic equations, calculus, and records. you will additionally enterprise into unique territory with recipes for facts visualization utilizing 2nd and 3D photograph instruments, picture processing, and song.

SAS Functions by Example, Second Edition - download pdf or read online

Absolutely up-to-date for SAS nine. 2, Ron Cody's SAS features via instance, moment version, is a must have reference for an individual who courses in Base SAS. With the addition of features new to SAS nine. 2, this complete reference handbook now contains greater than 2 hundred capabilities, together with new personality, date and time, distance, chance, kind, and unique features.

Download e-book for iPad: Time Series Modeling for Analysis and Control: Advanced by Kohei Ohtsu,Hui Peng,Genshiro Kitagawa

This ebook offers multivariate time sequence tools for the research and optimum keep watch over of suggestions structures. even though ships’ autopilot platforms are thought of in the course of the complete publication, the equipment set forth during this e-book may be utilized to many different advanced, huge, or noisy suggestions regulate structures for which it's tricky to derive a version of the total process in accordance with thought in that topic zone.

Datenanalyse von Kopf bis Fuß (German Edition) - download pdf or read online

Die ganze Welt steckt voller Daten, und Ihre Aufgabe ist es, sie sinnvoll zu deuten. Aber wo sollen Sie beginnen? Datenanalyse von Kopf bis Fuß zeigt Ihnen den Weg durch den Dschungel: Sie lernen, wie Sie Ihre Daten in Excel organisieren, sie mit R weiter bearbeiten, mithilfe von Streudiagrammen und Histogrammen aussagekräftige Muster erkennen, mit Heuristiken Schlüsse ziehen, durch gezielte Experimente und das überprüfen von Hypothesen zukünftige Entwicklungen vorhersagen können - und wie Sie all Ihre Ergebnisse überzeugend visualisieren und präsentieren.

Additional info for Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences)

Sample text

Download PDF sample

Lectures on the Nearest Neighbor Method (Springer Series in the Data Sciences) by Gérard Biau,Luc Devroye


by Paul
4.4

Rated 4.87 of 5 – based on 17 votes