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A tutorial R package for illustrating how to fit, evaluate, and report spectra-trait PLSR models. The package provides functions to enhance the base functionality of the R pls package, identify an optimal number of PLSR components, standardize model validation, and vignette examples that utilize datasets sourced from EcoSIS (ecosis.org)
O objetivo central deste projeto consiste em desenvolver um modelo capaz de classificar novos clientes como potenciais compradores do produto "depósito bancário a prazo" a apartir da aplicação de um modelo de machine learning em uma base com informações sobre campanhas de marketing direto realizadas por uma instituição bancária portuguesa.
This repo contains my analysis on how rarity and condition influence the value of collectible coins. This Analysis was presented at the Oklahoma Research Day 2020.
Trained Random Forest model using R programming language for two problems; regression and classification based on the solar power generation that was compiled by Ph.D. candidate Alexandra Constantin.
This is a 2022 MonkeyPox visualization made to spread awareness about the virus, with the following graphs~ World View of Total Cases- This shows a comparison of cases in all countries for each day. Total Aggregated- This shows the total cases and the change of total cases for each day. Total Cases vs Hospitalized patients - Tells about the heal…
Empirical analysis with financial data (MSFT stock returns) in R, with the goal to produce useful forecasts using univariate, multivariate time series models and volatility models.