Job description
The task is divided into two parts. The detailed content of the second part will depend on the results of the first part.
On the provided data (csv) I will order:
Part 1 (brute-force parameters to choose the best):
• MANOVA + MANOVA post-hoc test (eg Bonferroni or Tukey)
• Decision trees (+ cross-validation)
• SVD, PCA, score plot
Part 2:
• XGBoost, Random Forest (+ cross-validation)
• [optional] MLDA, SIMCA
I want to have access to results and sources (with comments) with the opportunity to talk about it. Programs are to be written in Matlab and RStudio (preferred).
After notification I will send the details of the task.
I prefer billing separately for both parts.