Machine Learning

Homework 2, Due 2019/1/18

1. Download 3 classes of training data from web. Each class has 50 cases, and the total is 150 cases.

2. Design a K-means clustering on the 150 cases

Example:

https://scikit-learn.org/stable/auto_examples/cluster/plot_cluster_iris.html#sphx-glr-auto-examples-cluster-plot-cluster-iris-py

(For references: iris data, https://scikit-learn.org/stable/auto_examples/datasets/plot_iris_dataset.html#sphx-glr-auto-examples-datasets-plot-iris-dataset-py, and PCA for iris data, https://scikit-learn.org/stable/auto_examples/decomposition/plot_pca_iris.html#sphx-glr-auto-examples-decomposition-plot-pca-iris-py)

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