项目作者: Michael-Bar

项目描述 :
Using machine learning to predict soil properties via infrared spec
高级语言: R
项目地址: git://github.com/Michael-Bar/Machine_learning_infrared.git
创建时间: 2017-05-02T11:03:25Z
项目社区:https://github.com/Michael-Bar/Machine_learning_infrared

开源协议:

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Overview

These scripts use mid-infrared spectroscopy data to predict soil properties from a library of wet chemistry results.

The scripts run a PLS and RF algorithm on spectra, the code is augmented with Monte Carlo error estimation and a generalisable code base (to allow more models to be tested)