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1. XGBoost: Intro, Step-by-Step Implementation, and Performance Comparison

   - Extreme Gradient Boosting: A quick and reliable regressor and classifier
   - Summary: LightGBM is faster and better though XGBoost is close

   2023-09-29 Tags: machine learning, gofml, accuracy, precision, recall, xgboost, random forest, svm, k-nn, lightgbm, catboost, gradientboosting, adaboost by klotz
2. SVM for Multiclass Classification | Kaggle

   2021-05-11 Tags: svm, multi-class, classification, categorical data, feature engineering, python, kaggle by klotz
3. python - One-Class Support Vector Machine with categorical data - Stack Overflow

   2021-05-11 Tags: svm, categorical data, python, machine learning by klotz
4. Shapash makes Machine Learning models understandable by everyone | Towards AI

   2021-03-17 Tags: shapash, explainability, shap, lime, machine learning, svm by klotz
5. Support Vector Machine (SVM) for Anomaly Detection | by Mahbubul Alam | Oct, 2020 | Towards Data Science

   2020-10-17 Tags: svm, anomaly detection by klotz
6. An Introduction to Support Vector Regression (SVR) - Towards Data Science

   2020-03-05 Tags: svm, svr, machine learning, regression by klotz
7. Organizing My Emails With A Neural Net – Andrey Kurenkov's Web World

   2019-06-22 Tags: mail, text, classification, nlp, neural network, embedding, svm, keras by klotz
8. Support Vector Machine vs Logistic Regression – Towards Data Science

   2019-03-27 Tags: svm, machine learning, logistic regression by klotz
9. 16. Learning: Support Vector Machines - YouTube

   2018-09-19 Tags: svm, patrick winston, mit, 6.034, ai, machine learning, video, youtube by klotz
10. 7 Stories Behind the World’s Most Popular Machine Learning Algorithms

    2018-09-14 Tags: machine learning, decision tree, random forest, gradient boosting, leo breiman, salford, medium, video, oral history, history of science, neural networks, bernard widrow, least mean squares, adaptive antennas, svm by klotz

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