Freaks City

Manual Clustering with Playing Cards Draw 30 cards randomly and select three initial cluster centers with face values 10, 4, and 2. Assign the remaining cards to the nearest center based on absolute difference. Compute the means of the three groups; suppose they become 11, 5, and 2. Use these new centers to reassign the cards, then recompute th ...

When applying the k-means clustering algorithm to the Iris and Wine datasets, the Iris dataset executes successfully, whereas the Wine dataset throws an error. The error message index 0 is out of bounds for axis 1 with size 0 indicates an attempt to access an empty column dimension. To investigate the issue, the data loading function was update ...