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The summing of hydrophobicity values plus aromatic ring count [log DpH7.4 (or log P) + #Ar], indicated a wide relevance for simplistic 'property forecast indices' in developability assays, clearly enhanced by chromatographic values; therefore establishing new foundations for enriching property-based drug design.
The mean absolute error (MAE) and the mean absolute percentage error (MAPE) between the observed and the predicted series were also calculated in order to identify the best forecasting technique for the data as the model that minimized these forecast indices.
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In his later years, Dr. Moore spent much of his time developing a forecasting index for inflation and extending his work on business cycles and forecasting indexes to dozens of other countries.
In order to forecast rock bursts more effectively, a new rock burst forecasting index E, consisting of intensity and the number of pulses, is proposed, on the basis of abnormal characteristic symptoms of electromagnetic radiation (EMR) generated before rock bursts, combined with statistical theory.
After decomposing heterogeneous data points into several homogenous regions, support vector regression (SVR) is applied to forecast financial indices.
Large manufacturers forecast their index would hold steady at plus 12 for June, the same level as in March.
Economists surveyed by Bloomberg News had forecast the index would rise to 48, according to the median of 53 projections.
Economists forecast the index, which includes real estate, financial services, utilities and retailers, would rise to 48.8, according to the median of projections in a Bloomberg News survey.
Things weren't looking any better in the manufacturing sector as the Institute for Supply Management-Chicago said Tuesday that the business barometer fell to 31.4 from 34.2 in February, while economists had forecast the index at 34.5.
Furthermore, Niaki and Hoseinzade (2013) used ANN for forecasting S&P indices where the experimental design was used for tuning the parameters of the neural network.
Then a new algorithm to forecast development indexes is derived on the basis of the new relationship above, the new water flooding characteristic curve and the production decline law using Welge equation in which there are many parameters including time, water cut, the average water saturation and the oil recovery that can be used to evaluate the recoverable reserve.
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