This is a gallery of data visualizations related to machine learning, which have been created using the R package animint2.

viz.link title links
tdhock/2024-11-27-decision-tree-spam Cross-validation for Breiman’s CART algorithm on SPAM data repo source video
tdhock/2024-11-23-greedy-decision-tree Greedy decision tree learning algorithm for binary classification (Breiman’s CART) repo source video
tdhock/2024-11-23-greedy-decision-tree Greedy decision tree learning algorithm for binary classification (Breiman’s CART) repo source video
tdhock/2024-09-16-K-fold-CV-train-sizes-regression Samples required to learn non-trivial regression model repo source video
tdhock/2024-09-16-K-fold-CV-train-sizes-regression Samples required to learn non-trivial regression model repo source video
tdhock/2023-12-27-train-sizes-classification Variable size train sets, classification repo source video
tdhock/2023-12-27-train-sizes-classification Variable size train sets, classification repo source video
tdhock/2023-12-26-train-sizes-regression Variable size train set, regression repo source video
tdhock/2023-12-26-train-sizes-regression Variable size train set, regression repo source video
tdhock/2023-12-13-train-predict-subsets-classification SOAK algorithm: train/predict on subsets, classification repo source video
tdhock/2023-12-13-train-predict-subsets-classification SOAK algorithm: train/predict on subsets, classification repo source video
tdhock/2023-12-13-train-predict-subsets-regression SOAK algorithm: train/predict on subsets, regression repo source video
tdhock/2023-12-13-train-predict-subsets-regression SOAK algorithm: train/predict on subsets, regression repo source video
tdhock/2025-09-22-degree-neighbors-table Overfitting using linear model polynomial degree and nearest neighbors, HTML table layout repo source
tdhock/2023-12-04-degree-neighbors Overfitting using linear model polynomial degree and nearest neighbors repo source
tdhock/2023-12-04-capacity-polynomial-degree-several-patterns Overfitting using linear model polynomial degree repo source
tdhock/2020-02-03-capacity-polynomial-degree Overfitting using linear model polynomial degree repo source
tdhock/2020-02-13-variable-importance-Sugar-Maple Sugar Maple accuracy and variable selection repo source
tdhock/2020-02-13-variable-importance-Table-Mountain-Pine Table Mountain Pine accuracy and variable selection repo source
tdhock/2020-02-13-roc-vs-error-Sugar-Maple Sugar Maple ROC curves and error/accuracy metrics repo source
tdhock/2020-02-13-roc-vs-error-Table-Mountain-Pine Table Mountain Pine ROC curves and error/accuracy metrics repo source
tdhock/2019-02-14-L2-regularization L2-regularized (Ridge) least squares linear regression repo source
tdhock/2019-02-05-linear-regression-1d-grad-desc-ozone-steps Gradient descent with several step sizes for 1d linear regression in ozone data repo source
tdhock/2019-02-05-linear-regression-1d-grad-desc-ozone Gradient descent for 1d linear regression in ozone data repo source
tdhock/2019-01-nearest-neighbor-regression-one-split Nearest neighbors algorithm for regression repo source
tdhock/2023-01-regression-2d Nearest neighbors for regression with 2D inputs repo source
tdhock/2019-01-nearest-neighbors-classification-1d Nearest neighbors algorithm for classification repo source
tdhock/2019-01-nearest-neighbors-cross-validation 4 fold cross-validation repo source

Download this table: meta.csv

Source code