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Does Including Contamination Turn Isolation Forest into Supervised?

In unsupervised anomaly detection, does including the contamination percentage turn isolation forest into supervised instead of unsupervised when I fit the data after?
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What kind of learning is needed for anomaly detection? Supervised learning, semi-supervised learning or unsupervised learning?

I am doing anomaly detection recently, one of the methods is using AEs model to learn the pattern of normal samples. Determine it as an abnormal sample if it doesn’t match the pattern of normal ...
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