Use Autoencoder for credit card fraud detection.

[Instructions]

1. fraud_detection.ipynb

Set the parameters:

• input_filename: input data file path

• model_filename: the path of the output model file

• encoding_dim: the encoding dimension of Autoencoder

• nb_epoch: the number of epochs

• batch_size: the size of the batch

• threshold: the detection threshold

After the setting is completed, it can be executed.

After execution, you can see the result of Autoencoder's credit card fraud detection.

Jupyter-Data-Fraud-Detection-inference.png

This SDK is built in AppForAI - AI Dev Tools.

Purchase license separately: USD 600, permanent authorization, single APP authorization, single machine authorization, one-year activation, one-year download, one-year update, one-year email technical support.