TTanayendu Bari·Jun 25, 2025Multi-Class Image Classification with FashionMNIST in PyTorchLearn how to implement multi-class classification using PyTorch. This step-by-step tutorial covers data preprocessing, model creation, training, and evaluat10 min read·multi-class-image-classification.hashnode.dev
MMohamad Mahmood·Mar 31, 2025Handling Imbalanced Datasets: Applying SMOTE for MultiClass ClassificationHandling 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...8 min read·hashnotes.hashnode.dev
HHenry Ha·Mar 16, 2025Human Activity Recognition Using Logistic RegressionBuilding a Multi-Class Classification Model for Human Activity Recognition Using Logistic Regression17 min read·data-science-portfolio.hashnode.dev
PPranav Bawgikar·Dec 21, 2024Classification in Machine Learning[24] What do you mean by classification? Process of arranging data into homogeneous (similar) groups according to their common characteristics. Raw data cannot be easily understood, and it is not fit for further analysis and interpretation. Arrangeme...5 min read·pranavbawg.hashnode.dev
AADEKUNLE CHRISTIANAH AYOMIDE·Nov 26, 2024A Data Science Journey with Lasso Regression to Predict Chess Game Winner.Did you know that there are more possible variations of chess games than there are atoms in the observable universe? Introduction Chess is a noble game, primarily played by royalties. It is often referred to as ‘the game of kings’ because the King o...12 min read·i-am-christy.hashnode.dev1L
BByteScrum Technologies·Sep 16, 2024How to Use Scikit-learn for Classification Tasks: A Comprehensive GuideComplete Guide to Classification in Scikit-learn for Machine Learning Fans5 min read·blog.bytescrum.com
SSanika Nandpure·May 19, 2024Multiclass Classification Using Softmax Activationan in-depth explanation of multiclass classification and the softmax activation function2 min read·sanikanandpure.hashnode.dev
PPrakhar Kumar·Apr 8, 2024Multiclass Classification in Python: Techniques, Examples, and Best PracticesMulticlass classification4 min read·prakhartechinsights.hashnode.dev
