"... In PAGE 13: ... 5 RESULTS The main results of the paper are presented in Tables 2 and 3. In Table2 we report the value and ranking of all nine competing models under the RMSE, MAE and Theil-U while Table 3 presents the value and ranking under the four LINEX loss functions. From the examination of Table 2 we note that the RMSE statistic indicates that the SV model provides the most accurate forecasts while the GARCH(3,2) model ranks seconds.... In PAGE 13: ... In Table 2 we report the value and ranking of all nine competing models under the RMSE, MAE and Theil-U while Table 3 presents the value and ranking under the four LINEX loss functions. From the examination of Table2 we note that the RMSE statistic indicates that the SV model provides the most accurate forecasts while the GARCH(3,2) model ranks seconds. Despite its simplicity, the random walk model could sometimes offer very good forecasts within the univariate family.... ..."

"... In PAGE 15: ... 6. Table3 presents the average performance obtained by the genetic algorithm over all 120 evolutionary runs, divided according to the three experimental categories discussed above (a more detailed account of our results can be found in Table 7, which lists the top evolved 45 systems). Table 4 compares our best systems with the top systems obtained by four other rule-based diagnostic approaches.... ..."

"... In PAGE 3: ..., 1999). The MAPPER package includes a library of the average values and standard deviations of the 13Ca and 13Cb chemical shifts of the 20 amino acid residues ( Table1 ). The input for the program consists of the amino acid sequence of the protein, and the list of fragments of sequentially connected residues, with information on the 13Ca and 13Cb shift values and/or identification of the compatible amino acid types from other sources.... In PAGE 3: ...et of the 20 standard amino acids. R .k/ 2 lt;is the amino acid type at position k D 1;:::;N in the pro- tein sequence of N residues. The reference chemical shift value and its standard deviation for the atom a of the amino acid type R 2 lt;are given by Q amp;a R 1 Q amp;a R ( Table1 ). Fragments, Fi, are numbered from 1 to NF .... In PAGE 5: ...11 Cb atoms (Salzmann et al., 2000). Examples of the MAPPER input and output files for DHNA are shown in Figure 2, a and c. The deviations of the experimental 13Ca and 13Cb chemical shifts from the corresponding reference values ( Table1 ) for the best global mapping, which, in the case of DHNA, cor- responds to the correct sequence-specific assignment, are plotted in Figure 2d. Note that, given the stan- dard deviations of the chemical shifts in Table 1, a spread of up to about 4 ppm (corresponding to about two standard deviations) is expected.... In PAGE 7: ...i/ Q amp;a R.kCj/ (Equation 1), between the experimental chemical shifts in the best global mapping and the reference chemical shift values of Table1 . The sequence locations to which the fragments F1;:::;F18 are mapped in the best global mapping are indicated by horizontal lines in the center, and the locations of regular secondary structures in DHNA are shown at the bottom of the figure.... ..."