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Latest posts

Last updated about 11 hours ago

How to Develop an Imbalanced Classification Model to Detect Oil Spills

about 12 hours ago

Tweet Share Share Many imbalanced classification tasks require a skillful model that...

How to Develop a Probabilistic Model of Breast Cancer Patient Survival

2 days ago

Tweet Share Share Developing a probabilistic model is challenging in general, although...

Why Is Imbalanced Classification Difficult?

4 days ago

Tweet Share Share Imbalanced classification is primarily challenging as a predictive modeling...

One-Class Classification Algorithms for Imbalanced Datasets

7 days ago

Tweet Share Share Outliers or anomalies are rare examples that do not...

Bagging and Random Forest for Imbalanced Classification

9 days ago

Tweet Share Share Bagging is an ensemble algorithm that fits multiple models...

A Gentle Introduction to Threshold-Moving for Imbalanced Classification

11 days ago

Tweet Share Share Classification predictive modeling typically involves predicting a class label....

Cost-Sensitive Learning for Imbalanced Classification

14 days ago

Tweet Share Share Most machine learning algorithms assume that all misclassification errors...

How to Configure XGBoost for Imbalanced Classification

16 days ago

Tweet Share Share The XGBoost algorithm is effective for a wide range...

How to Develop a Cost-Sensitive Neural Network for Imbalanced Classification

19 days ago

Tweet Share Share Deep learning neural networks are a flexible class of...

Cost-Sensitive SVM for Imbalanced Classification

21 days ago

Tweet Share Share The Support Vector Machine algorithm is effective for balanced...

Cost-Sensitive Decision Trees for Imbalanced Classification

23 days ago

Tweet Share Share The decision tree algorithm is effective for balanced classification,...

Cost-Sensitive Logistic Regression for Imbalanced Classification

25 days ago

Tweet Share Share Logistic regression does not support imbalanced classification directly. Instead,...