Kavengik·Dec 19, 2025Model Evaluation: Residual Plots in Yellowbrick (part 3)Previously, we saw how to implement the residuals plot visualizer from the Yellowbrick library. In this article, we shall experiment with…
Kavengik·Dec 5, 2025Model Evaluation: Residual Plots in Yellowbrick (part 2)Previously, we implemented Yellowbricks’s Residual Plot visualizer on different datasets, but using the same model. In this article, we…
Kavengik·Nov 21, 2025Model Evaluation: Residual plots in Yellowbrick (part 1)Assessing the suitability of your linear model is imperative in machine learning. Depending on your assessment you may decide to stick with…
Kavengik·Nov 7, 2025Yellowbrick : Discrimination Threshold VisualizerUse cases involving binary classification are commonplace in machine learning. A common practice after fitting a binary classifier is to…
Kavengik·Oct 24, 2025Class Prediction Error visualizer: Multi-class classificationBuilding off previous tutorials, lets extend the Class Prediction Error visualizer in Yellowbrick to a multi-class classification problem…
Kavengik·Oct 10, 2025Class Prediction Error visualizer across algorithms: Yellowbrick libraryClassification in Machine Learning is an iterative task, often involving experimentation with different algorithms. So how well did your…
Kavengik·Sep 26, 2025Class Prediction Error Visualizer: Yellowbrick libraryHow well is your model doing at predicting each class? An easy visualizer for this scenario would be Yellowbrick’s Class Prediction Error…
Kavengik·Sep 12, 2025Precision-Recall Curve visualization: YellowbrickPrecision and recall are important metrics in assessing the performance of a classification model. Precision is calculated by dividing true…
Kavengik·Aug 1, 2025Classification visualizers in YellowbrickNo classification exercise is complete in machine learning without a classification report. The Yellowbrick library in Python makes it very…
Kavengik·Jul 4, 2025Yellowbrick : Target distribution visualizerUnderstanding the distribution of the target variable in a classification problem is key in machine learning, as it determines the sort of…
