Preprocessed spectra visualization
visualization of Selected intervalls by the wrapper TPE-PLS method

Visualisation des spectres prétraités à l'aide d'une échelle de couleurs continue basée sur les valeurs y
Preprocessing parameters vizualization

- Implementing CV and visualizing the results
- Organization des classes des algos de régression

optimized HDBSCAN with fixed best values & parallelized UMAP & added option for unsupervised UMAP with metadata

- CSS
- Valsel error
- Add equations to regplot and resid plots

- Add spectra plot and y histogram and kde plot
- Remove Cross validation results

- generate testing folds(index)
- cross validating the model
- compute scoring metrics for each fold
- the global cv scoring metrics
- ycv

Adding Preprocessing to models
Adding selected spectral regions in intervall Pls

- Updating Evaluation metrics

 - HDBSCAN finish
 - Non clustered samples

HDBSCAN CORRECTION

Details correction

Error managment
Plots export

Error correction (Model creation section)
Spectral Preprocessing (Pretreatment)

Image exportation

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