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How does the algorithm analyze the results and look for overfitting?
by aantix 7y ago
How does the algorithm analyze the results and look for overfitting?
- scribu 7y agoProbably the same way a human would do it: By splitting the dataset into training, testing and validation buckets.
- zitterbewegung 7y agoProbably some rule based expert system to analyze results . Looking for overfitting could be done by creating validity set. So you would have test, train, and validity .
- massaman_yams 7y agoBuilt-in regularization, probably, plus cross-validation. These techniques aren't new; they're included in a number of ML libraries already - just not at this level of automation.