[BUG] Update Fraud Detection example notebook

[loomlike]

Willingness to contribute

Yes. I can contribute a fix for this bug independently.

Feathr version

0.10.0

System information

NA

Describe the problem

Update the fraud detection example to:

• use a temporal split of train/test set for realistic scenario
• update features to achieve higher accuracy

Tracking information

No response

Code to reproduce bug

No response

What component(s) does this bug affect?

• Python Client: This is the client users use to interact with most of our API. Mostly written in Python.
• Computation Engine: The computation engine that execute the actual feature join and generation work. Mostly in Scala and Spark.
• Feature Registry API: The frontend API layer supports SQL, Purview(Atlas) as storage. The API layer is in Python(FAST API)
• Feature Registry Web UI: The Web UI for feature registry. Written in React