stevensanderson, 2 months ago to machinelearning

A new release of tidyAML (v0.0.5) is now available on CRAN and GitHub!

New Features

• Fix #217 - plot_regression_residuals()
• Fix #215 - plot_regression_predictions()

Minor Fixes and Improvements

• Fix #214 - Drop selection message from load_deps()
• Fix #222 - Update fast_regression() and fast_classification()

• CRAN: https://cran.r-project.org/package=tidyAML

• GitHub: https://github.com/spsanderson/tidyAML

#tidyverse #RStats #MachineLearning #DataScience #R #RProgramming #tidyaml #parsnip #tidymodels

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stevensanderson, 4 months ago to Futurology

Today I go over the extract_wflw_pred() and extract_regression_residuals() functions from my #R #Package tidyAML

Hope you enjoy!

Post: https://www.spsanderson.com/steveondata/posts/2024-01-19/

#R #RStats #tidymodels #parsnip #tidyaml #predictions

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stevensanderson, 4 months ago to random

The latest release of the tidyAML R package improves access to model predictions.

The internal_make_wflw_predictions() function now returns a single tibble containing the original data, training predictions, and testing predictions. This makes it easy to evaluate model performance without extra wrangling to extract the predictions.

#R #RStats #tidyaml #tidymodels #parsnip

Post: https://www.spsanderson.com/steveondata/posts/2024-01-18/

stevensanderson, 4 months ago to datascience

🚀 Exciting News in tidyAML!

Dive into the latest tidyAML release! 🌟 The spotlight is on the new .drop_na parameter, enhancing the functionality of fast_classification() and fast_regression() functions.

⚙️ Here's a quick look at the key arguments:

• .data
• .rec_obj
• .parsnip_fns
• .parsnip_eng
• .split_type & .split_args
• .drop_na: The star of the show!

#tidyAML #DataScience #Rprogramming #MachineLearning #tidymodels #R #RStats

Post: https://www.spsanderson.com/steveondata/posts/2024-01-17/

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stevensanderson, 4 months ago to random

A Tidy Release for tidyAML
What's New?

• Add the extract_regression_residuals() function (#187, #198)

• New .drop_na parameter for fast_classification() and fast_regression() (#199)

• Expand the core packages preloaded by core_packages() (#186)

• Fixes to internal_make_wflw_predictions() (#190)

install.packages("tidyAML")

#R #RStats #parsnip #tidymodels #tidyaml #regression #classification #residuals #klar #liquidsvm #discrim #sda

Post: https://www.spsanderson.com/steveondata/posts/2024-01-16/

stevensanderson, 5 months ago to random

Today's post is on my #R #Package #tidyAML

Post: https://www.spsanderson.com/steveondata/posts/2023-12-08/

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