The bony fishes are by far the largest class.
Of the nonperiodical publications, books constitute by far the largest class; they are also, in one form or another, the oldest of all types of publication and go back to the earliest civilizations.
Briefly, since the data are unbalanced and the sample size is rather small to produce balanced classes by subsampling the largest class, we used a weighted SVM and set the ratio of penalties for the two classes, C1 and C2, equal to the inverse ratio of the training class sizes.
By far the largest class of tunicates is the Ascidiacea.
In 2002, BYU head football coach Gary Crowton (2001-2004) atoempted to change that perception by recruiting the largest class of non-LDS recruits in the school's history, many of them black athletes.
By far the largest class of unspliced transcripts for which a function is known are the intron-less protein-coding genes.
Around 21% of differentially expressed transcripts have no homolog, however by far the largest class of probe sets that had significantly altered expression in our analysis were unclassified with a homolog (44%).
25.5% of differentially expressed transcripts have no homolog, however by far the largest class of probe sets that had significantly altered expression in our analysis were unclassified with a homolog.
Binding to EREs with similar sequences particularly affects the ability of motif finding approaches for identification of DNA binding preferences of the Cys2His2 zinc finger (C2H2-ZF) class of TFs, which is by far the largest class of TFs in most vertebrates.
Since the data are highly unbalanced and the sample size is rather small to produce balanced classes by sub sampling the largest class, we used a weighted SVM [ 25- 27] to apply larger penalty to the class with the smaller number of samples.
