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Tag: SMOTE

Thou shalt follow these vintage computing commandments #VintageComputing #BestPractices

Cameron Kaiser provides best practices for working with vintage computer gear: Thou shalt check voltage and polarity on new-to-thee power supplies, or thy machines shall...

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A Complete Manual To Pattern Recognition in Machine Learning

Introduction Most children under the age of five can recognize digits and letters – small characters, huge characters, handwritten, machine printed or rotated – all...

7 SMOTE Variations for Oversampling

Image by Author  The imbalanced dataset is a problem in data science. The problem happens because imbalance often leads to modeling performance issues. To...

Churn Analytics in Telecommunications Company

Introduction What is Churn Analytics? And how do telecommunication companies effectively use this analysis in day-to-day activities? Learn from the industry expert Sakshi Gujral who will...

Top 100 Data Science Interview Questions

Introduction Data science is a rapidly growing field that is changing the way organizations understand and make decisions based on their data. As a result,...

Machine Learning Solution Predicting Road Accident Severity

This article was published as a part of the Data Science Blogathon. Introduction This is a multiclass classification project to classify the severity of road accidents...

Top 170 Machine Learning Interview Questions and Answers (2023)

Table of contents A Machine Learning interview demands rigorous preparation as the candidates are judged on various aspects such as technical and...

An Introduction to SMOTE

Image by Author  When we have an imbalance classification dataset, there are few minority class examples for the model to learn the decision boundary....

Handling Imbalanced Data with Imbalance-Learn in Python

This article was published as a part of the Data Science Blogathon. Introduction Almost every data scientist must have encountered the data for which they need...

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