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lines changed Original file line number Diff line number Diff line change @@ -596,11 +596,9 @@ def adjusted_mutual_info_score(labels_true, labels_pred):
596596 Returns
597597 -------
598598 ami: float(upperlimited by 1.0)
599- The AMI returns a value of 1 when the two partitions
600- are identical (ie perfectly matched), and a value of 0 is expected
601- for random partitions. A negative value greater than may also
602- be returned if the actual mutual information is less than the
603- expectation value of the mutual information (independent labelling).
599+ The AMI returns a value of 1 when the two partitions are identical
600+ (ie perfectly matched). Random partitions (independent labellings) have
601+ an expected AMI around 0 on average hence can be negative.
604602
605603 See also
606604 --------
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