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【影视】 [FreeCourseSite.com] Udemy - Machine Learning with Imbalanced Data
收录时间:2021-05-21 文档个数:200 文档大小:3.2 GB 最近下载:2025-05-09 人气:1812 磁力链接
  • mp43. Evaluation Metrics/10. Geometric Mean, Dominance, Index of Imbalanced Accuracy - Demo.mp4 91.0 MB
  • mp43. Evaluation Metrics/6. Precision, Recall and F-measure - Demo.mp4 84.2 MB
  • mp48. Cost Sensitive Learning/9. Bayes Conditional Risk.mp4 75.5 MB
  • mp47. Ensemble Methods/8. Ensemble Methods - Demo.mp4 74.3 MB
  • mp47. Ensemble Methods/5. Boosting.mp4 74.0 MB
  • mp43. Evaluation Metrics/4. Precision, Recall and F-measure.mp4 70.2 MB
  • mp44. Udersampling/3. Random Under-Sampling - Demo.mp4 70.2 MB
  • mp49. Probability Calibration/3. Probability Calibration Curves - Demo.mp4 68.0 MB
  • mp48. Cost Sensitive Learning/7. Cost Sensitive Learning with Scikit-learn- Demo.mp4 58.8 MB
  • mp44. Udersampling/5. Condensed Nearest Neighbours - Demo.mp4 55.3 MB
  • mp49. Probability Calibration/9. Calibrating a Classfiier after SMOTE or Under-sampling.mp4 54.5 MB
  • mp43. Evaluation Metrics/8. Confusion tables, FPR and FNR - Demo.mp4 51.5 MB
  • mp49. Probability Calibration/5. Brier Score - Demo.mp4 51.4 MB
  • mp45. Oversampling/6. SMOTE-NC.mp4 50.4 MB
  • mp43. Evaluation Metrics/3. Accuracy - Demo.mp4 49.9 MB
  • mp44. Udersampling/22. Undersampling Method Comparison.mp4 49.8 MB
  • mp47. Ensemble Methods/6. Boosting plus Re-Sampling.mp4 49.6 MB
  • mp49. Probability Calibration/8. Calibrating a Classifier - Demo.mp4 49.0 MB
  • mp45. Oversampling/10. Borderline SMOTE.mp4 48.4 MB
  • mp45. Oversampling/4. SMOTE.mp4 46.8 MB
【影视】 [ FreeCourseWeb.com ] Udemy - Imbalanced Classification Master Class in Python
收录时间:2022-01-14 文档个数:179 文档大小:1.2 GB 最近下载:2025-05-14 人气:1092 磁力链接
  • mp4~Get Your Files Here !/03 Model Evaluation/001 Evaluation Metrics and Imbalance.mp4 40.8 MB
  • mp4~Get Your Files Here !/06 Projects/004 Model Test and Baseline Result.mp4 37.0 MB
  • mp4~Get Your Files Here !/01 Introduction/005 Causes of Class Imbalance.mp4 30.9 MB
  • mp4~Get Your Files Here !/05 Cost-Sensitive Learning/002 Not All Classification Errors Are Equal.mp4 27.0 MB
  • mp4~Get Your Files Here !/03 Model Evaluation/006 Accuracy Fails for Imbalanced Classification.mp4 26.1 MB
  • mp4~Get Your Files Here !/04 Data Sampling/006 Demo_ Random Oversampling Imbalanced Datasets.mp4 23.5 MB
  • mp4~Get Your Files Here !/06 Projects/001 Project_ Breast Cancer Dataset.mp4 23.0 MB
  • mp4~Get Your Files Here !/03 Model Evaluation/004 Probabilistic Metrics for Imbalanced Classification.mp4 22.4 MB
  • mp4~Get Your Files Here !/03 Model Evaluation/008 Demo_ Accuracy for Imbalanced Classification.mp4 22.4 MB
  • mp4~Get Your Files Here !/05 Cost-Sensitive Learning/013 Decision Trees for Imbalanced Classification.mp4 21.6 MB
  • mp4~Get Your Files Here !/05 Cost-Sensitive Learning/004 Cost-Sensitive Imbalanced Classification.mp4 21.1 MB
  • mp4~Get Your Files Here !/06 Projects/002 Haberman Breast Cancer Survival Dataset.mp4 21.0 MB
  • mp4~Get Your Files Here !/03 Model Evaluation/007 Accuracy Paradox.mp4 19.7 MB
  • mp4~Get Your Files Here !/02 Understanding Class Imbalance/004 Why Imbalanced Classification Is Hard.mp4 19.5 MB
  • mp4~Get Your Files Here !/04 Data Sampling/007 Demo_ Random Undersampling Imbalanced Datasets.mp4 19.3 MB
  • mp4~Get Your Files Here !/03 Model Evaluation/028 Failure of k-Fold Cross-Validation.mp4 18.4 MB
  • mp4~Get Your Files Here !/03 Model Evaluation/010 Precision for Multi-Class Classification.mp4 17.2 MB
  • mp4~Get Your Files Here !/04 Data Sampling/015 Near Miss Undersampling (NearMiss-1).mp4 16.7 MB
  • mp4~Get Your Files Here !/01 Introduction/001 Introduction.mp4 16.6 MB
  • mp4~Get Your Files Here !/01 Introduction/003 Course Structure.mp4 16.4 MB
【影视】 Machine Learning with Imbalanced Data
收录时间:2022-03-31 文档个数:289 文档大小:3.2 GB 最近下载:2025-05-09 人气:758 磁力链接
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/10. Geometric Mean, Dominance, Index of Imbalanced Accuracy - Demo.mp4 91.0 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/6. Precision, Recall and F-measure - Demo.mp4 84.2 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/9. Bayes Conditional Risk.mp4 75.5 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/7. Ensemble Methods/8. Ensemble Methods - Demo.mp4 74.3 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/7. Ensemble Methods/5. Boosting.mp4 74.0 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/4. Precision, Recall and F-measure.mp4 70.2 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/4. Udersampling/3. Random Under-Sampling - Demo.mp4 70.2 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/3. Probability Calibration Curves - Demo.mp4 68.0 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/7. Cost Sensitive Learning with Scikit-learn- Demo.mp4 58.8 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/4. Udersampling/5. Condensed Nearest Neighbours - Demo.mp4 55.3 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/9. Calibrating a Classfiier after SMOTE or Under-sampling.mp4 54.5 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/8. Confusion tables, FPR and FNR - Demo.mp4 51.5 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/5. Brier Score - Demo.mp4 51.4 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/5. Oversampling/6. SMOTE-NC.mp4 50.4 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/3. Accuracy - Demo.mp4 49.9 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/4. Udersampling/22. Undersampling Method Comparison.mp4 49.8 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/7. Ensemble Methods/6. Boosting plus Re-Sampling.mp4 49.6 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/8. Calibrating a Classifier - Demo.mp4 49.0 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/5. Oversampling/10. Borderline SMOTE.mp4 48.4 MB
  • mp4[TutsNode.com] - Machine Learning with Imbalanced Data/5. Oversampling/4. SMOTE.mp4 46.8 MB

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