All functions |
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Computes the adjusted Rand index and the confidence interval, comparing two classifications from a contingency table. |
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A partial clustering algorithm with automatic estimation of the number of clusters and identification of outliers |
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Provides the vector of clusters' ID to which each element belong to. |
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A test for testing the null hypothesis of random agreement (i.e., adjusted Rand Index equal to 0) between two partitions. |
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A permutation test for testing the null hypothesis of random agreement (i.e., adjusted Rand Index equal to 0) between two partitions. |
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A toy dataset for illustrating the chain effect. |
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Get clusters which reach max consensus |
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Check for zero |
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RNA-Seq dataset example |
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Prune tail made of zeros |
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Reverse the process of create a contingency table |
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A toy example matrix |
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A famous shape data set containing two clusters with two moons shapes and outliers |
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A famous shape data set containing two clusters with two worms shapes and outliers |