mlquantify.utils.method#
Compute the squared Euclidean distance between two probability distributions. |
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Compute the probabilistic symmetric distance between two probability distributions. |
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Compute the Topsøe distance between two probability distributions. |
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Compute the Hellinger distance between two probability distributions. |
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Generate true labels and predicted probabilities using a machine learning model. |
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Calculate histogram-like bin probabilities for a given set of scores. |
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Generate a synthetic dataset using the MoSS method. |
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This function applies Ternary search |
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Compute the confusion matrix table for a binary classification task. |
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Compute the True Positive Rate (Recall) for a binary classification task. |
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Compute the False Positive Rate for a binary classification task. |
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Adjust the threshold for a binary quantification task to maximize the True Positive Rate. |