• Feed
  • Discussions
Smote For Imbalance

Smote For Imbalance

#smote-for-imbalance
0 followers·2 articles

Smote For Imbalance

#smote-for-imbalance·0 followers·2 articles
Smote For Imbalance
Mohamad Mahmood
Mohamad Mahmood
hashnotes.hashnode.dev·Mar 31, 2025
Mar 31, 2025

Handling Imbalanced Datasets: Applying SMOTE for MultiClass Classification

Handling imbalanced datasets, especially in multi-class classification problems, can be challenging. One popular technique for addressing this issue is the Synthetic Minority Over-sampling Technique (SMOTE). Here's an overview of how to apply SMOTE i...

Handling Imbalanced Datasets: Applying SMOTE for MultiClass Classification
Discuss·8 reads
imbalanced classification
Henry Ha
Henry Ha
data-science-portfolio.hashnode.dev·Jan 10, 2025
Jan 10, 2025

Enhanced Loan Status Prediction: Comparing Logistic Regression and SVM Models

1. Introduction Predicting loan status is a critical task in the financial sector, helping lenders make informed decisions on loan approvals. Machine learning models offer powerful tools to streamline this process, providing accuracy and efficiency t...

Enhanced Loan Status Prediction: Comparing Logistic Regression and SVM Models
Discuss·3 reads
Machine learning
Loan Prediction Model

Changelog

New steps component and improved accessibility on Hashnode's blog and docs product.

New steps component and improved accessibility on Hashnode's blog and docs product.

Nov 05, 2024·
new

Trending Articles

The DePIN Revolution: Mapping the World and Earning Onchain with $WIFI.

Patience Uyire·78 reads

The Stablecoin Surge: How CryptoXpress Is Leading the Charge Toward Financial Liberation

Naomi Antia Benson·56 reads

CryptoXpress: Because Managing Crypto Shouldn't Feel Like Filing Taxes

Prochino·73 reads

Top commenters this week

Sumayya Irfan
Sumayya Irfan
Taji Abdullah
Taji Abdullah
Rishav
Rishav
Marketer lab
Marketer lab
Astha Sharma
Astha Sharma

Writing Challenges

#2Articles1Week Challenge

Become better at technical writing; accept Hashnode's writing challenge for four weeks.

#2Articles1Week Challenge
#WomenWhoTech

Share your story, achievements, or experiences as a woman, non-binary folk in tech or as a #WomenWhoTech ally!

#WomenWhoTech
Self Starter

Publish your first article on Hashnode and become a self starter!

Self Starter
Serial Blogger

Publish an article every day for 7 days and earn a cool serial blogger badge!

Serial Blogger
Talk of the town

Write a story that drives amazing engagement on Hashnode and become the talk of the town!

Talk of the town
Word Warrior

Write an in-depth article on your Hashnode blog that's more than 2000 words and become a word warrior!

Word Warrior