In all modeling techniques, and neural networks in particular, care must be taken not to overtrain or overfit the model. If possible, models should be interpreted in terms of their mechanistic meaning.
Source: wiktionary
Overfit
Synonyms for "overfit" (2 found)
Ranked by relevance and common usage.
Closest matches (1)
Noun(1 words)
Related words (1)
Verb(1 words)
Sample sentences
2 total sentences available.
If your strategy is to always fit and use the global model, you will probably overfit the model (i.e., include unnecessary variables).
Source: wiktionary