Linked Questions

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votes
1answer
445 views

Probability of what product will be purchased in repeat orders

I have a problem I need to solve and am looking for assistance in what algorithm to use. I have a online store that I have say 10 products and I have all the order history for every order. What I am ...
0
votes
1answer
261 views

Clustering, Mixed Data Set with Ordinal and Nominal Scale Data

After reading a bit how categorical data can be considered in clustering, I came to the conclusion that most of the post do not make distinction between nominal scale data e.g. colour: red, green, ...
0
votes
2answers
178 views

KMeans for crime patterns

I'm trying to find the patterns in the crime records I have in a database. I thought clustering would be a way to do it. This is my (cooked up) dataset: ...
1
vote
2answers
65 views

Predicting three related scores with one joint model

I have multiple features and I want to predict three outcome scores. Features: Length in cm smallest is 40cm biggest is 209cm Kilo: 39 till 302 Age: 19 till 111 Gender: Male, female, transgender ...
1
vote
2answers
42 views

Clustering on categorical attributes

I have a dataset with only 2 categorical attributes out of 9. How can I get a clustering analysis on it? I am using R. Do you have any advices about instructions, how to do it, topics, ...? here's my ...
0
votes
2answers
88 views

How to cluster categorical and numerical data in the same dataset?

I have a dataset in which it contains both numerical and categorical data. This can be done using supervised learning algorithms, but I am eager to see how this data can be clustered using some ...
0
votes
1answer
64 views

clustering with k means

I have dataset with two label class (good and bad), I want to apply K Means on my dataset using python, should I use that label dataset or I have to delete the label class column ?
1
vote
0answers
46 views

Different approaches for categorical non-ordered data clustering in R

I'm trying to find different clustering approaches for only categorical data in R, so far I found: klaR for kmode cba for rock Hierarchical clustering (agglomerative or divisive) with a categorical ...
1
vote
1answer
45 views

Clustering with Only Categorical Features

I am trying to do clustering with a bunch (24) of categorical features. I have done some research and found a lot of people recommending something such as K-Modes. I tried running K-Modes on my data ...

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