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Machine Learning is a subfield of computer science that draws on elements from algorithmic analysis, computational statistics, mathematics, optimization, etc. It is mainly concerned with the use of data to construct models that have high predictive/forecasting ability. Topics include modeling building, applications, theory, etc.
4
votes
To detect unauthorized access using outlier detection
This question is quite broad. I'll try to set you on the right path, more so than providing a truly complete answer.
Theoretical background
As others have mentioned, the task you're trying to do i …
13
votes
Why is it wrong to train and test a model on the same dataset?
It is wrong because:
it is fundamentally incorrect (a theoretical concern)
it leads to bad results (a practical concern)
It is fundamentally incorrect because usually the objective of testing a mod …