Compare Machine Learning Classifiers in Python

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Compare Machine Learning Classifiers in Python

Compare Machine Learning Classifiers in Python

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  • John Peter – Explanation is Great. Thank you.
  • charlyn villavicencio – Thank you data professor.
  • Kamran Kerim – exactly what I needed
  • Sabah Anwar Azmi – how to find the accuracy_score f1_score recall_score and precision_score
  • Abhijith Sivadas – Great Video I have been looking for something similar to this. Thank a ton

In this video I will show you how to compare the performance of several machine learning classifiers in Python. Particularly we will generate a synthetic classification dataset and compare an exhaustive set of 14 machine learning algorithms from the scikit learn package. Buy me a coffee https www.buymeacoffee.com dataprofessor CODE https github.com dataprofessor code blob master python comparing classifiers.ipynb Playlist Check out our other videos in the following playlists. Data Science 101 https bit.ly dataprofessor ds101 Data Science YouTuber Podcast https bit.ly datascience youtuber podcast Data Science Virtual Internship https bit.ly dataprofessor internship Bioinformatics http bit.ly dataprofessor bioinformatics Data Science Toolbox https bit.ly dataprofessor datasciencetoolbox Streamlit Web App in Python https bit.ly dataprofessor streamlit Shiny Web App in R https bit.ly dataprofessor shiny Google Colab Tips and Tricks https bit.ly dataprofessor google colab Pandas Tips and Tricks https bit.ly dataprofessor pandas Python Data Science Project https bit.ly dataprofessor python ds R Data Science Project https bit.ly dataprofessor r ds Subscribe If you re new here it would mean the world to me if you would consider subscribing to this channel. Subscribe https www.youtube.com dataprofessor sub_confirmation 1 Recommended Tools Kite is a FREE AI powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you rsquo re typing. I ve been using Kite and I love it Check out Kite https www.kite.com get kite utm_medium referral amp utm_source youtube amp utm_campaign dataprofessor amp utm_content description only Recommended Books Hands On Machine Learning with Scikit Learn https amzn.to 3hTKuTt Data Science from Scratch https amzn.to 3fO0JiZ Python Data Science Handbook https amzn.to 37Tvf8n R for Data Science https amzn.to 2YCPcgW Artificial Intelligence The Insights You Need from Harvard Business Review https amzn.to 33jTdcv AI Superpowers China Silicon Valley and the New World Order https amzn.to 3nghGrd Stock photos graphics and videos used on this channel https 1.envato.market c 2346717 628379 4662 Follow us Medium http bit.ly chanin medium FaceBook http facebook.com dataprofessor Website http dataprofessor.org Under construction Twitter https twitter.com thedataprof Instagram https www.instagram.com data.professor LinkedIn https www.linkedin.com in chanin nantasenamat GitHub 1 https github.com dataprofessor GitHub 2 https github.com chaninlab Disclaimer Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you which will contribute to the improvement of this channel s contents. dataprofessor machinelearning datascienceproject classifier classifiers compare comparison classification randomforest decisiontree svm neuralnet neuralnetwork supportvectormachine python learnpython pythonprogramming datascience datamining bigdata datascienceworkshop dataminingworkshop dataminingtutorial datasciencetutorial ai artificialintelligence tutorial dataanalytics dataanalysis machinelearningmodel

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