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SAS: Is a standard output when using proc model and is an option (dw) when using proc reg. EViews: Automatically calculated when using OLS regression; gretl: Automatically calculated when using OLS regression; Stata: the command estat dwatson, following regress in time series data. [6]
WAW dependencies are also known as output dependencies. Write-after-read (WAR) a read from a register or memory location must return the last prior value written to that location, and not one written programmatically after the read. This is a sort of false dependency that can be resolved by renaming.
PROC max of real = (REAL a, b) REAL: IF a > b THEN a ELSE b FI; or, using the "brief" form of the conditional statement: PROC max of real = (REAL a, b) REAL: (a>b | a | b); The return value of a proc is the value of the last expression evaluated in the procedure. References to procedures (ref proc) are also permitted.
Early stopping can be viewed as regularization in time. Intuitively, a training procedure such as gradient descent tends to learn more and more complex functions with increasing iterations. By regularizing for time, model complexity can be controlled, improving generalization.
Referring expression generation (REG) is the subtask of natural language generation (NLG) that received most scholarly attention. While NLG is concerned with the conversion of non-linguistic information into natural language, REG focuses only on the creation of referring expressions (noun phrases) that identify specific entities called targets .
Perl Compatible Regular Expressions (PCRE) is a library written in C, which implements a regular expression engine, inspired by the capabilities of the Perl programming language.
A graph showing the gender wage gap. In regression analysis, a dummy variable (also known as indicator variable or just dummy) is one that takes a binary value (0 or 1) to indicate the absence or presence of some categorical effect that may be expected to shift the outcome. [1]
The names "logic" and "reg" are interchangeable. A signal with more than one driver (such as a tri-state buffer for general-purpose input/output) needs to be declared a net type such as "wire" so SystemVerilog can resolve the final value. Multidimensional packed arrays unify and extend Verilog's notion of "registers" and "memories":