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Model Lift — the missing link

Towards Data Science

Half of the success in data modelling is the perception of our model by the stakeholder/audience. The critical point is to understand their expectation and address them in our presentation.

Boosting Your Data Weights: Training Accurate Models with tidymodels

R-bloggers

In the captivating realm of machine learning, myriad techniques continually evolve to enhance predictive accuracy, offering innovative pathways for problem-solving. One such dynamic method is “boostin...

Retrain, or not Retrain? Online Machine Learning with Gradient Boosting

Towards Data Science

Comparing Refit Strategies for Continuous Learning in Scikit-Learn Continue reading on Towards Data Science

My Machine Learning Mountain — Reaching Base Camp

Becoming Human: Artificial Intelligence Magazine

It’s Day 7 of my 30 Day Writing Challenge. If you’ve missed the previous posts, start here to follow my journey as I learn new techniques in preparation for my job in machine learning. I’ve learnt a…

From Boosting to GradientBoost

Towards Data Science

This article is intended for either students trying to break into data science or professionals in need of a refresher on boosting and gradient boosting. There are already quite a lot of materials…

Boosting Trees and AdaBoost: An Introduction

Analytics Vidhya

Boosting is an iterative assembly mechanism in which models are trained one after the other. These models are referred to as “poor learners” because they are basic prediction rules that only…

Machine Learning Cheat Sheat-Support Vectors Machines

Analytics Vidhya

Nowadays Machine Learning and its Application are advancing day by day. It’s becoming very hard for us to recall basic concepts related to Machine learning on daily basis. Hence Introducing the…

Boosting in Machine Learning:-A Brief Overview

R-bloggers

The post Boosting in Machine Learning:-A Brief Overview appeared first on Data Science Tutorials What do you have to lose?. Check out Data Science tutorials here Data Science Tutorials. Boosting in Ma...

Automated Machine Learning

Analytics Vidhya

As the global data quantity already follows an exponential trend, machine learning has become present in every application, creating a great demand for general know-how, be it data scientists or…

Gradient Boosting from Theory to Practice (Part 2)

Towards Data Science

In the first part of this article, we presented the gradient boosting algorithm and showed its implementation in pseudocode. In this part of the article, we will explore the classes in Scikit-Learn th...

Machine Learning

Analytics Vidhya

Machine learning has been one of the few buzzwords of the 21st century that are here to stay. Surprisingly enough, machine learning has been present in theory longer than we could imagine. But what…