MLForecast: Perform short-term solar forecasting using the...

In fengcong1992/OpenSolar: Promoting the Openness and Accessibility of Diverse Public Solar Datasets

Description

Perform short-term solar forecasting using the state-of-the-art machine learning algorithms, including 3 ANNs, 3 SVR models, 3 GBMs, and an RF

Usage

MLForecast(data_inputmain, n_step, p_ratio)

Arguments

data_inputmain	input data
n_step	forecasting look-ahead step
p_ratio	training/testing data partition ratio

Value

A data frame containing forecasting and actual time series and a table with evaluation metrics

Author(s)

C. Feng, D. Yang, B.-M. Hodge, and J. Zhang

fengcong1992/OpenSolar documentation built on May 31, 2019, 10:02 a.m.