Best practices used while building models

r
machine_learning

#1

Hi Experts,

please elaborate on

Which model documentation best practices have you used while building models?

regards,
Tony


#2

@tillutony- There is always a fight between the accuracy and interpretability of the model .Accuracy and interpretability are inverse to each other .So there is a choice which is made by model maker what he or she wants.
There is list of the model arranged according to low to high accuracy which I used to follow-
1-Regression models
2-Tree based model
3-Bagging
4-Random forest
5- Boosting
6-Deep learning

Hope this helps!

Regards,
Hinduja