Automating Bankruptcy Prediction using Financial Accounting Ratios in Google Colab

[@gds231]

Hii I wanted to create a same model based on indian dataset which I have create, I wanted to compare Random forest, knn, xgboost and lstm and I dont have any reference for creating that can you help

[@BrianByrneFinance]

You might try to use chatgpt to write the code. Feed it a sample of your data with labels and ask it to generate code for classification.

[@gds231]

@@BrianByrneFinance will try that, And also do we have to normalize the data with the code or manually in the dataset

[@BrianByrneFinance]

yes normalize@@gds231

[@gds231]

@@BrianByrneFinance how??

[@BrianByrneFinance]

subtract mean and divide by standard deviation or use sklearn@@gds231

[@harshgawali5154]

I have to give input to this model so that it predicts whether the company is bankrupt or not. how do i do it? can you please help...?

[@BrianByrneFinance]

You could use joblib or pickle

[@harshgawali5154]

@@BrianByrneFinance ya. But what code to write. Could you provide any reference video please.

[@BrianByrneFinance]

www.kaggle.com/datasets/fedesoriano/company-bankruptcy-prediction@@harshgawali5154

[@harshgawali5154]

@@BrianByrneFinance this is the dataset. I want code to give input to the model. So that it gives ans whether the company will become bankrupt or not