Search for tag: "variance"

AML: Model Selection - Statistical Tests

Applied Machine Learning - INFR11211 AML: Model Selection - Statistical Tests Part 2/2

From  Siddharth N 0 likes 144 plays 0  

AML: Evaluation - Regression

Applied Machine Learning - INFR11211 AML: Evaluation - Regression Part 2/2

From  Siddharth N 0 likes 107 plays 0  

AML: Generalisation - Measuring Generalisation

Applied Machine Learning - INFR11211 AML: Generalisation - Measuring Generalisation Part 2/3

From  Siddharth N 0 likes 148 plays 0  

AML: Optimisation - Stochastic Gradient Descent

Applied Machine Learning - INFR11211 AML: Optimisation - Stochastic Gradient Descent Part 3/3

From  Siddharth N 0 likes 123 plays 0  

AML: Exploratory Data Analysis - PCA Examples

Applied Machine Learning - INFR11211 AML: Exploratory Data Analysis - PCA Examples Part 3/3

From  Siddharth N 0 likes 149 plays 0  

AML: Exploratory Data Analysis - PCA

Applied Machine Learning - INFR11211 AML: Exploratory Data Analysis - PCA Part 2/3

From  Siddharth N 0 likes 200 plays 0  

AML: Naive Bayes - Naive Bayes with Continuous Data

Applied Machine Learning - INFR11211 Naive Bayes - Naive Bayes with Continuous Data Part 3/3

From  Oisin Mac Aodha 0 likes 168 plays

Plant Breeding

This vignette will show how to simulate the wheat breeding programme described in Gaynor et al. (2017). In this breeding programme, there are several stages in a breeding cycle and several breeding…

From  Qiaojun Yan 0 likes 10 plays 0  

Selection on multiple traits in AlphaSimR - Part 3

Now we explore the multi-trait selection in AlphaSimR so that we can design a sustainable and holistic approach to breeding productive and resilient individuals. This involves consideration of the…

From  Qiaojun Yan 0 likes 9 plays 0  

Selection on multiple traits in AlphaSimR - Part 2

Now we explore the multi-trait selection in AlphaSimR so that we can design a sustainable and holistic approach to breeding productive and resilient individuals. This involves consideration of the…

From  Qiaojun Yan 0 likes 11 plays 0  

Selection on multiple traits in AlphaSimR - Part 1

Now we explore the multi-trait selection in AlphaSimR so that we can design a sustainable and holistic approach to breeding productive and resilient individuals. This involves consideration of the…

From  Qiaojun Yan 0 likes 6 plays 0  

Selection on a single trait in AlphaSimR - Part 2

In this vignette, we will learn about simulating selection to improve a single trait and explore some of the intricacies of the breeder’s equation. (Part 2)

From  Qiaojun Yan 0 likes 14 plays 0  

Simulating traits in AlphaSimR - Part 2

AlphaSimR simulates traits by defining the type of trait genetic effects, number of DNA sites controlling the trait, mean, genetic variance, and environmental variance. Once we simulate genetic and…

From  Qiaojun Yan 0 likes 8 plays 0  

Selection on a single trait in AlphaSimR - Part 1

In this vignette, we will learn about simulating selection to improve a single trait and explore some of the intricacies of the breeder’s equation. (Part 1)

From  Gregor Gorjanc 0 likes 22 plays 0  

Simulating traits in AlphaSimR - Part 1

AlphaSimR simulates traits by defining the type of trait genetic effects, number of DNA sites controlling the trait, mean, genetic variance, and environmental variance. Once we simulate genetic and…

From  Gregor Gorjanc 0 likes 17 plays 0  

Optimal High-Dimensional Change Point Testing in Regression Settings - Daren Wang

Structural Breaks and Shape Constraints Optimal High-Dimensional Change Point Testing in regression Settings Daren Wang (University of Notre Dame) 16 May 2022

From  Iain Cms 0 likes 41 plays 0