Tag: data mining

Clustering	The algorithms of EM clustering, k-means clustering, and g-means clustering are demonstrated using the "Fisher's Iris" dataset as an example. Visualization of the results for each clustering method is provided.
Market Basket Analysis	Market Basket Analysis. Finding association rules and applying the FP-growth algorithm. Visualization of results
Real Estate Valuation (Neural Network)	A neural network has been used to evaluate real estate based on historical data. Outlier editing, training, and normalization of the neural network have been employed. The results are visualized to provide a clear representation of the outcomes