loss function वाक्य
उदाहरण वाक्य
मोबाइल
- The typical loss function that one uses in logistic regression is computed by taking the average of all cross-entropies in the sample.
- The inactivation of EF-2 by toxins inhibits protein production in the host, causing symptoms due to loss function in affected cells.
- From a philosophical perspective, the loss function in a regularization setting plays a different role than the likelihood function in the Bayesian setting.
- Kernel methods have the advantage of having convex loss functions, with no local minima, and of being only moderately complex to implement.
- This family has an interesting property, the Pitman estimator of the location parameter does not depend on the choice of the loss function.
- Computing and storing the full Hessian matrix takes memory, which is infeasible for high-dimensional functions such as the loss functions of BFGS.
- The discrete-time case of a non-quadratic loss function but only additive disturbances can also be handled, albeit with more complications.
- This function displays a similar convergence rate to the hinge loss function, and since it is continuous, gradient descent methods can be utilized.
- An optimal decision will then balance the cost of false negatives / false positives and misses / false alarms according to a specified loss function.
- Machine learning also has intimate ties to optimization : many learning problems are formulated as minimization of some loss function on a training set of examples.
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