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

Data Pre-processing Methods and their impact on ANN

Limbă: engleză
Legare: Carte broșată
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
311.12 lei
In analysis with ANN many times noisy data which is non-stationary comes into consideration for time...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2017
Pagini
200
EAN
9783330069541
ISBN
3330069546
Enbook ID
16300776
Greutate
314
Dimensiuni
150 x 220 x 12

Descriere completă

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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