Sentence examples for from a set of variables from inspiring English sources

The purpose of PCA is to derive a small number of linear combinations (principal components) from a set of variables (length, width, area and perimeter), that retain as much of the information in the original variables as possible.

Because of the huge number of SEM possible, exhaustive search methods are not well suited, so an algorithm to obtain a SEM from a set of variables has been designed.

The nature of the dependent variable in logistic regression is usually dichotomous such as 0 or 1. Kavzoglu et al., 2014) This technique usually used to predict the outcome from a set of variables that may be continuous.(Raghavendra & Srivatsa, 2011) Value of 1 will be taken by the dependent variable with P as the probability of success or 0 as the value of probability of failure 1-P.

In this study, a small number of linear combinations (called principal components) are derived from a set of variables (genes) measured on several observations (patients) that retain as much as possible of the information about the original variables.

In this paper we explore the use of a Choice Function to dynamically select from a set of variable ordering heuristics the one that best matches the current problem state in order to show an acceptable performance over a wide range of instances.

From these analyses, a set of variables with p value significance characterized by values of 0.10 or less was retained for subsequent modeling.

From the syntactic side, the free C-algebra B on a set X arises as a quotient of the term algebra formed from X (viewed as a set of variables) using the operation symbols and constants common to the algebras of C. The quotient identifies those terms that have the same value for all algebras A of C and all valuations assigning values in A to the variables of X.

Decentralized Tconsensus optimization, which is one of the decentralized optimization problems of great practical importance, minimizes an objective function that is the sum of the terms from individual agents over a set of variables on which all the agents should reach a consensus.

With this purpose in mind, we have designed a standardized phone questionnaire, which is presented in Section 2. Our main objective in this paper, is to predict the evolution of an AS patient during the first 48 hours following discharge, from the information provided by a set of variables known beforehand and another set of variables observed during the surgical procedure.

The derivation cohort was used to generate a set of decision rules[18], [19] based on international criteria for obesity, and an inductive decision model[20] based on a set of variables constructed from weight and height measurements from the regular checkups between ages 1.5 and 5.

A deductive approach was used to generate a set of variables from theoretical and empirical studies.