Explain OBJECTIVE FUNCTION: “When you want to get as much (or as little) of something as possible, and the way you’ll get it is by changing the values of other quantities, you have an optimization problem...To solve an optimization problem, you need to combine your decision variables, constraints, and the thing you want to maximize together into an objective function. The objective is the thing you want to maximize or minimize, and you use the objective function to find the optimum result.”[milton] See also gradient descent.
Different definitions in web development like objective function in Dictionary O.
- Manual Overfitting:
- Meaning data that, by taking too many of the data's quirks and outliers into account, is overly complicated and will not be as useful as it could be to find patterns in test data. See also outlier objective function definition.
- Manual Outlier:
- Meaning “Extreme values that might be errors in measurement and recording, or might be accurate reports of rare events.”[downey] See also overfitting objective function explain.
