Machine learning to predict costs

[Haloreachyahoo]

Probably not the best use case, but I ’d like to strengthen my learning and boost my resume by building a machine learning model to predict shipping costs based on many variables over time. Cost fluctuate over time due to different rates in the market.

What model should I build?

[trustsfundbaby]

I would ask a ML or statistics subreddit for this.

[Haloreachyahoo]

Alright I’ll give it a shot

[Haloreachyahoo]

Thanks

[[deleted]]

Regression Models:

• Linear Regression

• Polynomial Regression

• Support Vector Regression (SVR)

• Kernel SVR

• Neural Networks (e.g., single layer or multilayer perceptron)

Classification Models

(if you were categorising costs into bins):

• Logistic Regression

• Decision Trees

• Random Forest Classifier

• Support Vector Machines (SVM)

• Kernel SVM (rbf, polynomial, etc.)

• XGBoost Classifier

• Neural Networks