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Guideline (Label dataset ? (None (Unsupervised (Assumption about the…
Guideline
Label dataset ?
None
Unsupervised
Assumption about the underlying statistical distribution ?
Yes
Probabilistic
No
Information theoretic
Nearest Neighbors
Clustering
Dimension of the dataset ?
High
Projection
Low
Probabilitic
Are data complex ?
Yes
Clustering
No
Are anomalies clustered
Yes
No
Clustering
Explanable ?
Probabilistic
Semi
Semi-supervised
Do normal instances in training data have enough similar instances?
Nearest Neighbor
Fully
Supervised
Classification