Sentence examples for more input variables from inspiring English sources

However, we need to address the possible overfitting phenomenon that might be brought in by using more input variables to develop models.

The extension to more input variables suggested in this work, is an anisotropic and adaptive version of Smolyak's algorithm that is solely based on the moments of the input probability distributions.

Higher numbers relate to more input variables.

This regression is a binary classifier based on one or more input variables.

The practical downside is that life-expectancy method requires more laborious intensive models and more input variables.

MLR had better discriminative power for prediction of hospital mortality in critically ill patients with haematological malignancy as compared with SVM, but to the expense of inclusion of more input variables.

The body fluids were detected down to varying lower input limits: blood (ALAS2) - 25 pg; menstrual blood (MMP10) - 250 pg; skin (CCL27) - 1ng; semen - 5ng; vaginal secretions – consistently with 1 ng or more input (variable detection in the 5pg to 1ng range); saliva (HTN3) – not determined at this time.

As with all regression techniques we assume the existence of a single output (response) variable and one or more input (predictors) variables.

In practice, we often use a greater number of more precise input variables, including, for instance, the amount of investments in acquisition and retention made in each marketing channel direct mail, e-mail, and so forth.

Therefore, it is concluded that ANFIS-DE preforms much better with more, but simpler input variables rather than less, more complex input variables.

The goal of investigating input combinations is to identify the performance of the ANFIS-DE, ANFIS-GA and ANFIS-PSO methods with more, but simpler input variables (such as In#1) compared with the less, but more complex input variables (such as In 8).