ImHD {ImHD}

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)