In Tables 3 and 4, Alg1
, Alg2, Alg3, Alg4, Alg5, and Alg6 indicate PF pruning bagging with unpruned C4.5, bagging with unpruned C4.5, PF pruning bagging with pruned C4.5, bagging with pruned C4.5, PF pruning random forest, and random forest.
The selected 8 genes for GSE2409 dataset were obtained as Alg1
, BF282239, AW920082, Ptpn12, BE103975, Prickle2, Nsf, and Phf3.
Thus, we resort to the bisection search method to obtain [P.sup.*.sub.n] for fixed [lambda] and [mu] as shown in Algorithm 1 (Alg1).
2: Repeat 3: Obtain [P.sup.*.sub.n] by Alg1. 4: Update [lambda](t + 1) and [mu](t + 1) by (14) and (15), respectively.
Besides, to obtain [P.sup.*.sub.n] in Alg2', the value of [lambda] in Alg1 is set to zero.
As the model is formulated we have however no "ALG1
" payments (unemployment benefits to workers in the first labor market for a limited time period > [[bar.[omega]].sub.2]), since this would introduce a time structure in unemployment benefits which would increase mathematical complexity, without enriching the considered macrostructure very much.
albicans orthologue GTs Alg7, Alg13/14, Alg1
, Alg2, and Alg11, using the nucleotide sugars UDPGlcNAc and GDP-Man as donor substrates to synthesize the Dol-PP-GlcN[Ac.sub.2][Man.sub.5] intermediate.
Alg1(n, l, c) (1.1) i := 0; (1.2) repeat (1.3) if i < l then (1.4) [S.sub.i] := RandomBag(|[T.sub.i-1|, n) (1.5) else (1.6) [S.sub.i] := RandomSubbag([T.sub.i-l], |[T.sub.i-1]|); (1.7) [T.sub.i] := PrunedBag([S.sub.i], c); (1.S) i:= i + 1 (1.9) until |[T.sub.i-1]| = 0 In order to analyze Alg1, we will estimate the size of [T.sub.i] after round i.
Let [MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII], [MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII] (respectively, [MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII], [MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII]) denote bags [S.sub.i], [T.sub.i] in Alg1 (respectively, Alg2) after round i, i [is greater than or equal to] 0.
For the basis, we observe that [T.sub.0], ..., [T.sub.l-1] in Alg1 and Alg2 are obtained in exactly the same way.