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UAHDataScienceSC (version 1.0.0)

Learn Supervised Classification Methods Through Examples and Code

Description

Supervised classification methods, which (if asked) can provide step-by-step explanations of the algorithms used, as described in PK Josephine et. al., (2021) ; and datasets to test them on, which highlight the strengths and weaknesses of each technique.

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Version

Install

install.packages('UAHDataScienceSC')

Monthly Downloads

114

Version

1.0.0

License

MIT + file LICENSE

Maintainer

Andriy Protsak Protsak

Last Published

February 17th, 2025

Functions in UAHDataScienceSC (1.0.0)

db_per_and

Test Database 2
multivariate_linear_regression

Multivariate Linear Regression
knn

K-Nearest Neighbors
act_method

Activation Function
db_per_or

Test Database 3
decision_tree

Decision Tree
print.tree_struct

Print Tree Structure
perceptron

Perceptron
polynomial_regression

Multivariate Polynomial Regression
db1rl

Test Database 1
db3

Test Database 7
db2

Test Database 6
db_tree_struct

Test Database 8
db_flowers

Test Database 5
db_per_xor

Test Database 4