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use k-means and fp-growth together

Hi every body
My dataset is movielens 100k. I want to use k-means clustering on this dataset then use Fp -Growth on each cluster but idont know how I can do this work.
I hope to use from you re help.
thank you .

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AI Studio

FP-Growth

Clustering

k-Means Clustering

Accepted answers

Caperez

Hi @gold,

In order to run a Fp-Growth operator for each cluster data you can use the Loop Values operator, and then running the Fp-Growth operator inside of it.

please find attached a simple sample process. It's just to show you a possible process.

Best

Cesar

All comments

Caperez

Hi @gold,

In order to run a Fp-Growth operator for each cluster data you can use the Loop Values operator, and then running the Fp-Growth operator inside of it.

please find attached a simple sample process. It's just to show you a possible process.

Best

Cesar

gold

Hi @ceaperez
Thank you very much dear friend for your guidance because it was very useful. I did this solution with my data set but I do not know if I did it right or not? I need help you again. The data set I use in my project is movielens 100k. This database is a three-part database that I have attached for you. My goal in this project is as follows:

1. Apply Clustering for Ranking - Objective: Determine which movies received the same score.

2. Apply FP-Growth to each group.

I have attached the implementation I have done so that you can better guide me.

I also used the association rules after the FP-Growth but it did not show any results for association rules. Please guide me in this case as well

Thank you for your help dear friend

u.data.xlsx

u.item.xlsx

U.USER.xlsx

K-means & FP-Growth.rmp

Caperez

Hi @gold,

I saw your process and the reason why you can't see the association rules is because you forget to connect the output port of loop values operator to results port.

Image: https://us.v-cdn.net/6030995/uploads/editor/qj/dxj7xibb0ldd.png

Best,
Cesar