Pranav Bawgikarpranavbawg.hashnode.dev·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...Machine Learning
Precious Basseycollectiive.hashnode.dev·Dec 14, 2024Classification in Remote SensingOverview Classification in remote sensing involves categorizing pixels in an image into meaningful classes or themes, such as land cover types. This process is critical in environmental monitoring, urban planning, and resource management. In this art...GIS
govinda takstudy-pcaclassification-breast-cancer.hashnode.dev·Nov 28, 2024Comparative Study: PCA & Classification in Breast Cancer DetectionPCA-Based Classification for Breast Cancer Detection Early detection of breast cancer can significantly improve patient outcomes, making accurate diagnostic tools essential. Machine learning (ML) has revolutionized medical diagnostics by providing p...1 likeMachine Learning
Anix Lynchgozeroshot.dev·Nov 26, 2024How AI can classify customer queries like a pro?In this blog, we’re diving into how AI can classify customer queries like a pro, ensuring that each request gets routed to the right department. Whether your customer needs help with billing 💳, technical support 💻, or just wants some product info �...openai
Yash Chaudhariyash-chaudharis-blog.hashnode.dev·Nov 11, 2024Error Metrics in Regression and ClassificationHi there, in this post, I will discuss the metrics that are used to evaluate how accurate machine learning models are. I hope that helps. You can use this page as a cheat sheet. At its core, what we all do when deriving a machine learning model is ma...#MSE
Kevin Loggenbergblog.thecodesmith.co.za·Nov 7, 2024I fine-tuned a BERT model to give trading insightsOverview Hardware I used: i5 (11th gen) 24 GB Ram (Can get away with less) RTX 3050 (Helps but is definitely not necessary) The use case I trained my model on was as an insight provider for trading stocks. This involves predicting the best actio...AI
Fatima Jannetmahia.hashnode.dev·Nov 6, 2024ML classification model selectionWelcome to the final section of Part Three: Classification. Classification model selection One common question in data science is which classification model to choose for a dataset. This section will show you how to quickly and efficiently select the...1 like·81 readsMachine Learning (Python)classification
Fatima Jannetmahia.hashnode.dev·Nov 1, 2024ML Classification 3.4: Kernel SVMHello and welcome back to machine learning. Previously we learned about linear support vector machine algorithm. Today we’ll learn the kernel support vector algorithm. Let’s start Kernel SVM Intuition As you can recall, in the support vector machine ...1 like·62 readsMachine Learning (Python)Machine Learning
Fatima Jannetmahia.hashnode.dev·Oct 29, 2024ML Classification: K-NN (K-Nearest Neighbor)Hello and welcome back to the ML blogs. Today we will learn about the K nearest neighbor. Let’s get started! Intuition Let’s say you have a plot where you have two types of category, red data and green data. Now, if a new data point appears where sho...31 readsMachine Learning (Python)K-NN
Fatima Jannetmahia.hashnode.dev·Oct 29, 2024ML Classification: Logistic RegressionWelcome to part 3! In regression we used to predict a continuous number. But in classification, we will predict a categorical value. Wide variety of classification models are used in machine, marketing, business medicine; such as: Logistic regression...1 like·66 readsMachine Learning (Python)Python
