Kniha Data Pre-processing Methods and their impact on ANN Aniruddha Banhatti

Data Pre-processing Methods and their impact on ANN

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 278
In analysis with ANN many times noisy data which is non-stationary comes into consideration for time...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2017
Stránek
200
EAN
9783330069541
ISBN
3330069546
Enbook ID
16300776
Hmotnost
314
Rozměry
150 x 220 x 12

Kompletní popis

In analysis with ANN many times noisy data which is non-stationary comes into consideration for time series prediction. This book goes into different data pre-processing techniques and how these actually help in increasing the prediction accuracy of Artificial Neural Networks. The choice of the correct configuration of an ANN is a non trivial task and the results obtained are verified by applying various criteria and interchanging of experimental and test sets and randomizing so that these are applicable in extreme circumstances.

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