FP-Tree Simulator

From Intuition we can see that whenever a customer buys "beer", they will also buy "diaper" Let's see how this is done by frequency pattern algorithm, hit the submit button.

TIP Change the Input field to play around with custom data.

Item Frequency
Row # Items Frequent Items

Findings According to frequency data we are certain that:

Conclusion We can see that beer diaper are the best candidate for recommendation for our customer: {beer:3, diaper:4} and we discovered more trees that can be used for recommendation. As our data grows, our intuition alone couldn't handle it, so we need an accurate way to manage and discover data and frequency pattern algorithm does just that.


Released under the MIT License | Source Code