Hello to all, how was your day six of the challenge?? Comment down fast, first. With my #7daysofml day6.
I hope it was great. Here’s how mine went with selecting an algorithm.
Contents
Goal For The Day: Find My Algorithm
Selecting a model for machine learning was the sole goal for the day.
Learnings Of The Day
So, today I tested a lot of models to know which one would be the best fit for my purpose.
I started with the Linear Regression Model. It didn’t perform well. It was underfitting.
That’s why I thought let’s try a complex model as I learnt on day 2 that could be a possible solution.
Then, I went on to find a more complex model. I came across the decision tree model.
It turned out to be overfit when I tried to cross-check.
Next, I tried Random Forest and that seemed to be better than the two before.
So, decided that’s my algo/model.
Tomorrow I’ll be left with further testing and fine-tuning the model.
And that’s it for the day!!
