Time Series Classification for loan data

I have multiple columns for loan installment repayment. As there is a field for month of repayment, I want to predict if the customer is going to pay next month's installment or not.

As I have multiple variables and target variable as installment paid (Y/N), despite repayment being dependent on time variable, i.e., installments paid in past months, I'm looking to solve this problem with time series classification.

Any references will be appreciated.

Topic prediction classification time-series predictive-modeling machine-learning

Category Data Science

1
answered at

It sounds like you are interested in multivariate time series forecasting. Below are some references to an example that sounds similar -- using multiple input variables to forecast air quality.

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