ImHD: Artificial Intelligence Based Machine Learning Algorithms for...

In ImHD: Artificial Intelligence Based Machine Learning Algorithms for Height Diameter Relationships of Conifer Trees

Artificial Intelligence Based Machine Learning Algorithms for Height Diameter Relationships of Conifer Trees

Description

Artificial Intelligence Based Machine Learning Algorithms for Height Diameter Relationships of Conifer Trees

Usage

ImHD(data, splitratio = 0.7)

Arguments

data	Datasets
splitratio	Train-Test split ratio

Value

• Prediction: Prediction of all ML models

• Accuracy: Accuracy metrics

References

• Jeelani, M.I., Tabassum, A., Rather, K and Gul,M.2023. Neural Network Modeling of Height Diameter Relationships for Himalayan Pine through Back Propagation Approach. Journal of The Indian Society of Agricultural Statistics. 76(3): 169–178. <doi:10.1002/9781118032985>

Examples

library("ImHD")
data <- system.file("extdata", "data_test.csv", package = "ImHD")
data_test <- read.csv(data)
Model<-ImHD(data =data_test)

ImHD documentation built on Sept. 12, 2023, 9:08 a.m.