Joba can't transform the numbers.
A child faced with a mental computation problem must first decide how to transform the numbers in ways that will reduce cognitive load when computing.
Ln(number+1) was performed to transform the numbers of eggs, nymphs, adults and all individuals on each plant to be used for ANOVA (Table 3).
Ms. Bergen transforms the number from the usual defiant anthem into something darker, suggesting the toll exacted by survival.
Firstly, we obtained publicly available ChIP-seq data for chromatin modifications, including histone modification, a histone variant H2A.Z and two transcription factor (CTCF and PolII) in human CD4+ T cells [27], [28], and transformed the number of tags for each data to putative chromatin domains by MACS from Zhang et al. [35].
Clearly, λ transforms the number of chosen features into equivalent classification error in (14), and controls the balance between them.
In order to obtain a multivariate normal distribution, we log-transformed the number of cells and immunoglobulins before testing associations with possible predictors by multiple linear regression models.
PCA involved a mathematical procedure that transformed the number of possibly correlated variables into a smaller number of orthogonal variables, called the principal components (PCs), with the minimum loss of original information.
In contrast, phrase-level frequency was obtained by log10-transforming the number of times each noun noun combination occurred in a Google-derived count of the contents of the World Wide Web as of 2006 (Brants & Franz, 2006).
Between-group differences in the use of task-specific schemas were estimated by transforming the number of statements per coding category per rater to percentages in order to correct for between-subject variance in verbosity and elaboration of answers.
