yardstick: Tidy Characterizations of Model Performance

Canonical link: https://rscholar.com/pkg/yardstick

Max Kuhn • Davis Vaughan • Emil Hvitfeldt • Posit Software • View description and downloads View dependencies GitHub project

2017 Published

1.3.1 Version

0 Citations

4 Authors

Referenced by ⇅	Year
sknifedatar: Swiss Knife of Data (Version 0.1.2)	2021
viruslearner: Ensemble Learning for HIV-Related Metrics (Version 0.0.2)	2024
EZtune: Tunes AdaBoost, Elastic Net, Support Vector Machines, and Gradient Boosting Machines (Version 3.1.1)	2018
FCPS: Fundamental Clustering Problems Suite (Version 1.3.4)	2020
TidyConsultant: Tidy Consultant Universe (Version 0.1.1)	2021
adjROC: Computing Sensitivity at a Fix Value of Specificity and Vice Versa as Well as Bootstrap Metrics for ROC Curves (Version 0.3)	2022
autostats: Auto Stats (Version 0.4.1)	2021
baguette: Efficient Model Functions for Bagging (Version 1.0.2)	2020
brulee: High-Level Modeling Functions with 'torch' (Version 0.3.0)	2021
diceR: Diverse Cluster Ensemble in R (Version 2.2.0)	2017
fastTS: Fast Time Series Modeling for Seasonal Series with Exogenous Variables (Version 1.0.1)	2024
fastml: Fast Machine Learning Model Training and Evaluation (Version 0.1.0)	0
finetune: Additional Functions for Model Tuning (Version 1.2.0)	2020
forestecology: Fitting and Assessing Neighborhood Models of the Effect of Interspecific Competition on the Growth of Trees (Version 0.2.0)	2021
garma: Fitting and Forecasting Gegenbauer ARMA Time Series Models (Version 0.9.23)	2020
healthyR.ai: The Machine Learning and AI Modeling Companion to 'healthyR' (Version 0.1.0)	2021
modeltime.ensemble: Ensemble Algorithms for Time Series Forecasting with Modeltime (Version 1.0.4)	2020
modeltime.resample: Resampling Tools for Time Series Forecasting (Version 0.2.3)	2020
modeltime: The Tidymodels Extension for Time Series Modeling (Version 1.3.1)	2020
probably: Tools for Post-Processing Predicted Values (Version 1.0.3)	2018
qvirus: Quantum Computing for Analyzing CD4 Lymphocytes and Antiretroviral Therapy (Version 0.0.3)	2024
rTwig: Realistic Quantitative Structure Models (Version 1.3.0)	2024
shinymodels: Interactive Assessments of Models (Version 0.1.1)	2021
spatialsample: Spatial Resampling Infrastructure (Version 0.6.0)	2021
srlTS: Sparsity-Ranked Lasso for Time Series (Version 0.1.1)	2023
stacks: Tidy Model Stacking (Version 1.0.5)	2020
tabnet: Fit 'TabNet' Models for Classification and Regression (Version 0.6.0)	2021
text: Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning (Version 1.2.3)	2020
tidydann: Add the 'dann' Model and the 'sub_dann' Model to the Tidymodels Ecosystem (Version 1.0.0)	2023
tidyfit: Regularized Linear Modeling with Tidy Data (Version 0.7.2)	2022
tidymodels: Easily Install and Load the 'Tidymodels' Packages (Version 1.2.0)	2018
tidyposterior: Bayesian Analysis to Compare Models using Resampling Statistics (Version 1.0.1)	2017
tidysdm: Species Distribution Models with Tidymodels (Version 0.9.5)	2023
treeheatr: Heatmap-Integrated Decision Tree Visualizations (Version 0.2.1)	2020
trendeval: Evaluate Trending Models (Version 0.1.0)	2020
tune: Tidy Tuning Tools (Version 1.2.1)	2020
vetiver: Version, Share, Deploy, and Monitor Models (Version 0.2.5)	2021
vip: Variable Importance Plots (Version 0.4.1)	2018
waywiser: Ergonomic Methods for Assessing Spatial Models (Version 0.6.0)	2022
workflowsets: Create a Collection of 'tidymodels' Workflows (Version 1.1.0)	2021

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