Who This Book Is For

Anyone interested in discovering and exploiting relationships among variables.  Although all code examples are written in C++, the algorithms are described in sufficient detail that they can easily be programmed in any language.
' />
Data mining algorithms in c++
61,14 $

Data mining algorithms in c++

TIMOTHY MASTERS
éDITION LIVRES NUMÉRIQUES DIVERS



Data mining algorithms in c++

TIMOTHY MASTERS

61,14 $ 61,14 $
Régulier: 61,14 $
Rabais: 0,00 $  (0%)
Expédié en 2 à 12 semaines si l’article est disponible chez le fournisseur.
Résumé
Discover hidden relationships among the variables in your data, and learn how to exploit these relationships.  This book presents a collection of data-mining algorithms that are effective in a wide variety of prediction and classification applications.  All algorithms include an intuitive explanation of operation, essential equations, references to more rigorous theory, and commented C++ source code.

Many of these techniques are recent developments, still not in widespread use.  Others are standard algorithms given a fresh look.  In every case, the focus is on practical applicability, with all code written in such a way that it can easily be included into any program.  The Windows-based DATAMINE program lets you experiment with the techniques before incorporating them into your own work.

What You'll Learn
  • Use Monte-Carlo permutation tests to provide statistically sound assessments of relationships present in your data
  • Discover how combinatorially symmetric cross validation reveals whether your model has true power or has just learned noise by overfitting the data
  • Work with feature weighting as regularized energy-based learning to rank variables according to their predictive power when there is too little data for traditional methods
  • See how the eigenstructure of a dataset enables clustering of variables into groups that exist only within meaningful subspaces of the data
  • Plot regions of the variable space where there is disagreement between marginal and actual densities, or where contribution to mutual information is high

Who This Book Is For

Anyone interested in discovering and exploiting relationships among variables.  Although all code examples are written in C++, the algorithms are described in sufficient detail that they can easily be programmed in any language.

Détails
Titre
Data mining algorithms in c++
Auteur
TIMOTHY MASTERS
Éditeur
LIVRES NUMÉRIQUES DIVERS
Prix
61,14 $
Sujet
LIVRES NUMÉRIQUES DIVERS
Format Poche
Non
Langue
Français/French
Date de publication
2017-12-15
ISBN
9781484233153
Code Interne
2414728
Numéro de produit
2414728
Format numérique
pdf
Disponibilité
AD AE AM AQ AR AS AT AU AX BA BB BE BG BH BL BM BN BO BR BS BV BZ CA CH CK CL CN CO CR CU CW CX CY CZ DE DK DM DO DZ EC EE ES FI FK FO FR GB GD GF GG GI GL GP GR GT GY HK HM HN HR HT HU ID IE IL IM IN IO IR IS IT JE JM JP KH KM KN KR KY LA LB LC LI L
Protection
Adobe DRM
Entrepôt Numérique
NUMILOG

Magasins avec au moins 1 exemplaire

Avant de vous déplacer, nous vous recommandons de téléphoner au magasin, car il peut y avoir un léger écart avec la disponibilité affichée sur notre site.

Ville: (Changer).

exemplaire(s)
Le produit n'est présentement pas disponible en succursale.
Nous n'avons pas pu trouver une succursale pour le code postal donné. Veuillez en essayer un autre.