[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/0. Websites you may like/[CourseClub.ME].url |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/1. Introduction.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/2. Course Curriculum Overview.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/3. Course Material.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/4. Code Jupyter notebooks.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/5. Presentations covered in the course.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/6. Python package Imbalanced-learn.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/7. Download Datasets.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/1. Introduction/8. Additional resources for Machine Learning and Python programming.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/10. Moving Forward/1. Next steps.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/2. Machine Learning with Imbalanced Data Overview/1. Imbalanced classes - Introduction.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/2. Machine Learning with Imbalanced Data Overview/1. Imbalanced classes - Introduction.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/2. Machine Learning with Imbalanced Data Overview/2. Nature of the imbalanced class.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/2. Machine Learning with Imbalanced Data Overview/2. Nature of the imbalanced class.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/2. Machine Learning with Imbalanced Data Overview/3. Approaches to work with imbalanced datasets - Overview.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/2. Machine Learning with Imbalanced Data Overview/3. Approaches to work with imbalanced datasets - Overview.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/2. Machine Learning with Imbalanced Data Overview/4. Additional Reading Resources (Optional).html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/1. Introduction to Performance Metrics.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/1. Introduction to Performance Metrics.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/10. Geometric Mean, Dominance, Index of Imbalanced Accuracy - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/10. Geometric Mean, Dominance, Index of Imbalanced Accuracy - Demo.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/11. ROC-AUC.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/12. ROC-AUC - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/13. Precision-Recall Curve.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/13. Precision-Recall Curve.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/14. Precision-Recall Curve - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/15. Additional reading resources (Optional).html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/16. Probability.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/16.1 Link to Jupyter notebook.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/2. Accuracy.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/3. Accuracy - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/4. Precision, Recall and F-measure.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/4. Precision, Recall and F-measure.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/5. Install Yellowbrick.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/6. Precision, Recall and F-measure - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/7. Confusion tables, FPR and FNR.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/8. Confusion tables, FPR and FNR - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/9. Geometric Mean, Dominance, Index of Imbalanced Accuracy.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/3. Evaluation Metrics/9. Geometric Mean, Dominance, Index of Imbalanced Accuracy.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/1. Under-Sampling Methods - Introduction.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/10. Edited Nearest Neighbours - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/11. Edited Nearest Neighbours - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/12. Repeated Edited Nearest Neighbours - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/13. Repeated Edited Nearest Neighbours - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/14. All KNN - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/15. All KNN - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/16. Neighbourhood Cleaning Rule - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/18. NearMiss - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/20. Instance Hardness Threshold - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/22. Undersampling Method Comparison.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/23. Summary Table.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/23.1 Undersampling-Comparison.pdf |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/3. Random Under-Sampling - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/4. Condensed Nearest Neighbours - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/5. Condensed Nearest Neighbours - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/6. Tomek Links - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/7. Tomek Links - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/8. One Sided Selection - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/4. Udersampling/9. One Sided Selection - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/1. Over-Sampling Methods - Introduction.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/10. Borderline SMOTE.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/12. SVM SMOTE.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/14. K-Means SMOTE.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/15. K-Means SMOTE - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/16. Over-Sampling Method Comparison.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/2. Random Over-Sampling.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/3. Random Over-Sampling - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/4. SMOTE.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/6. SMOTE-NC.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/7. SMOTE-NC - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/8. ADASYN.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/5. Oversampling/9. ADASYN - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/6. Over and Undersampling/1. Combining Over and Under-sampling - Intro.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/6. Over and Undersampling/3. Comparison of Over and Under-sampling Methods.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/7. Ensemble Methods/1. Ensemble methods with Imbalanced Data.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/7. Ensemble Methods/2. Foundations of Ensemble Learning.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/7. Ensemble Methods/4. Bagging plus Over- or Under-Sampling.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/7. Ensemble Methods/7. Hybdrid Methods.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/10. MetaCost.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/5. Misclassification Cost in Logistic Regression.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/6. Misclassification Cost in Decision Trees.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/6. Misclassification Cost in Decision Trees.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/7. Cost Sensitive Learning with Scikit-learn- Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/7. Cost Sensitive Learning with Scikit-learn- Demo.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/8. Find Optimal Cost with hyperparameter tuning.mp4 |
22.9 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/8. Find Optimal Cost with hyperparameter tuning.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/9. Bayes Conditional Risk.mp4 |
72 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/9. Bayes Conditional Risk.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/1. Probability Calibration.mp4 |
34.1 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/1. Probability Calibration.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/10. Calibrating a Classifier with Cost-sensitive Learning.mp4 |
25.2 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/10. Calibrating a Classifier with Cost-sensitive Learning.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/11. Probability Additional reading resources.html |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/2. Probability Calibration Curves.mp4 |
28.8 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/2. Probability Calibration Curves.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/3. Probability Calibration Curves - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/3. Probability Calibration Curves - Demo.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/4. Brier Score.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/4. Brier Score.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/5. Brier Score - Demo.mp4 |
49 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/5. Brier Score - Demo.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/6. Under- and Over-sampling and Cost-sensitive learning on Probability Calibration.mp4 |
29.6 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/6. Under- and Over-sampling and Cost-sensitive learning on Probability Calibration.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/7. Calibrating a Classifier.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/7. Calibrating a Classifier.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/8. Calibrating a Classifier - Demo.mp4 |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/8. Calibrating a Classifier - Demo.srt |
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[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/9. Calibrating a Classfiier after SMOTE or Under-sampling.mp4 |
52 MB |
[FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data/9. Probability Calibration/9. Calibrating a Classfiier after SMOTE or Under-sampling.srt |
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