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Confusion Matrix in Machine Learning in HINDI- Accuracy, Precision, Recall and F1-Score | Dev Duniya

In this video, "Confusion Matrix in Machine Learning in HINDI," Dev Duniya explains the essential concepts of accuracy, precision, recall, and F1-Score for evaluating machine learning models. The video provides clear examples and illustrations to guide viewers through the process of calculating each metric from the confusion matrix. It empowers the audience to make informed decisions when assessing the performance of their machine-learning algorithms. Confusion Matrix in Machine Learning in HINDI- Accuracy, Precision, Recall and F1-Score | Dev Duniya The below topics are explained in this Machine Learning basics video: 1. Introduction ( 00:00 ) 2. Explained Confusion Matrix ( 00:22 ) 2. Confusion Matrix with Example ( 02:06 ) 3. What is Accuracy in Confusion Matrix? ( 07:32 ) 4. What is Precision in Confusion Matrix? ( 09:34 ) 5. What is Recall in Confusion Matrix? ( 12:00 ) 6. What is F-1 Score in Confusion Matrix? ( 14:30 ) 7. Confusion Matrix with Example in Python Programming ( 15:55 ) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ QUERIES SOLVED: ▪ Confusion Matrix in Machine Learning in HINDI ▪ Confusion Matrix in Machine Learning ▪ Machine Learning performance evaluation ▪ Calculate Confusion Matrix metrics ▪ Interpreting model performance ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ WATCH NEXT: 🔸 15 Powerful Pandas Functions for Data Science:    • 15 Powerful Pandas Functions for Data...   🔸 Data Science Roadmap 2023:    • Data Science Roadmap 2023 | How to Be...   🔸 Top 10 Programming Languages 2023:    • Top 10 Programming Languages 2023 | B...   🔸 Top 8 Data Science Jobs and Skills of 2023:    • Top 8 Data Science Jobs and Skills of...   🔸 Basics of Machine Learning:    • Basics of Machine Learning | What Is ...   ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ My Social Media Links👇: 🌐Website: https://devduniya.com/ 🌐Website: https://codexashish.com/ 📸 Instagram:   / expoashish   👻 Twitter:   / expoashish   🎥 Youtube Channel:    / expoashish   🎯 Telegram Channel: https://t.me/expoashish ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ If You Liked My Video Please Subscribe to My Channel🙏 Keep Supporting and Sharing My Videos🙏 ********************************* Thank you for Watching🙏! ********************************* For Business inquiries: [email protected] #confusionmatrix #machinelearningmatrix #modelevolution #devduniya #DevDuniya