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2026_ Introduction au Machine Learning

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What is the simplest clustering technique (hence the one you should use) to cluster a distribution like this?

blobs_diff_variances

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What is the simplest clustering technique (hence the one you should use) to cluster a distribution like this?

blobs_homogeneous

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What is the simplest clustering technique (hence the one you should use) to cluster a distribution like this?

blobs_homogeneous

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What is the simplest clustering technique (hence the one you should use) to cluster a distribution like this?

blobs_diff_variances

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What is the simplest clustering technique (hence the one you should use) to cluster a distribution like this?

blobs_non_symmetrical

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Among the following clustering techniques, which ones can reject outliers? (in their classical formulation)

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Among the following applications, which one can be implemented with clustering?

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What is the K-Means algorithm trying to optimize?

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Link each hierarchical clustering linkage technique (distance between two clusters) to the correct illustration.

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Usually, a given sample can be assigned to a single cluster only, but there are clustering variants which can assign a weighted assignment of samples to multiple clusters.

How are such variants called?

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