Name: Construction of a Model Based on the Random Drill
SKU: 58047127
Price: 796.00 ZAR
Availability: InStock
Author: Mubakilayi, Yannick ; Kambaja, Jean ; Mbuyi, Ornella
ISBN: 9786203625813

portada Construction of a Model Based on the Random Drill

Construction of a Model Based on the Random Drill

Type

Physical Book

Author

Yannick Mubakilayi

Jean Kambaja

Ornella Mbuyi

Publisher

Our Knowledge Publishing

Language

English

Pages

Format

Paperback

Dimensions

22.9x15.2x0.4 cm

Weight

0.10 kg.

ISBN13

9786203625813

Synopsis "Construction of a Model Based on the Random Drill"

This work is part of the statistical learning of data for model development. More specifically, it is devoted to the study of random forests which are one of the most recent algorithms in the family of pattern classification methods. A great advantage of random forest is that it can be used for both classification and regression problems, which constitute the majority of current machine learning systems. In this work, we used coronavirus data to generate and evaluate the proposed model. We chose random forests, which apply uniform majority voting of decision trees to produce an optimal prediction, to classify patients who tested positive or negative for coronavirus. The data were used as a training sample to design a decision model.

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Construction of a Model Based on the Random Drill - Mubakilayi, Yannick ; Kambaja, Jean ; Mbuyi, Ornella

Synopsis "Construction of a Model Based on the Random Drill"

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