Search for tag: "variance"

AML: Model Selection - Statistical Tests

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

From  Siddharth N 1 likes 470 plays 0  

AML: Evaluation - Regression

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

From  Siddharth N 0 likes 400 plays 0  

AML: Generalisation - Measuring Generalisation

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

From  Siddharth N 3 likes 472 plays 0  

AML: Optimisation - Stochastic Gradient Descent

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

From  Siddharth N 2 likes 399 plays 0  

AML: Exploratory Data Analysis - PCA Examples

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

From  Siddharth N 2 likes 476 plays 0  

AML: Exploratory Data Analysis - PCA

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

From  Siddharth N 3 likes 659 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 3 likes 479 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  Geoff Fortescue 0 likes 28 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  Geoff Fortescue 0 likes 36 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  Geoff Fortescue 0 likes 47 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  Geoff Fortescue 0 likes 80 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  Geoff Fortescue 0 likes 32 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  Geoff Fortescue 0 likes 21 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 52 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 50 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 64 plays 0