Rsample
Regression models two ways
model fitting
Create and train different kinds of regression models with different computational engines. Read more ...
0001/01/01
Classification models using a neural network
model fitting
Train a classification model and evaluate its performance. Read more ...
0001/01/01
Nested resampling
tuning
Estimate the best hyperparameters for a model using nested resampling. Read more ...
0001/01/01
Bootstrap resampling and tidy regression models
statistical analysis resampling
Apply bootstrap resampling to estimate uncertainty in model parameters. Read more ...
0001/01/01
Evaluate your model with resampling
resampling
Measure model performance by generating different versions of the training data through resampling. Read more ...
0001/01/01
Multivariate analysis using partial least squares
pre-processing
Build and fit a predictive model with more than one outcome. Read more ...
0001/01/01
Categories
learn
model-fitting
model-tuning
other
package
pre-processing
programming
resampling
statistical-analysis
tuning