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Comments (12)

Y-oHr-N avatar Y-oHr-N commented on June 2, 2024
'FastABOD': {
    'n_neighbors': randint(3, 101),
    'p': [1, 2],
    'contamination': uniform(0.05, 0.15)
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024
'LOF': {
    'n_neighbors': randint(1, 101),
    'p': [1, 2],
    'contamination': 'auto' # original paper
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024
'KNN': {
    'n_neighbors': randint(1, 101),
    'p': [1, 2],
    'contamination': uniform(0.05, 0.15)
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024
OneTimeSampling: {
    'max_samples': [20], # original paper
    'p': [1, 2],
    'contamination': uniform(0.05, 0.15)
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024
HBOS: {
    'bins': 'auto',
    'contamination': uniform(0.05, 0.15)
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024

SVDD: {
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024

MiniBatchKMeans: {
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024
'IForest': {
    'n_estimators': [100], # original paper
    'max_features': uniform(0.05, 0.95),
    'max_samples': 'auto', # original paper
    'bootstrap': [True, False],
    'contamination': 'auto' # original paper
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024

PCA: {
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024

GMM: {
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024

KDE: {
}

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Y-oHr-N avatar Y-oHr-N commented on June 2, 2024

SparseStructureLearning: {
}

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