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In order to answer the question of how well the polynomial trend line model signifies a genuine decrease in the amount of PPT, a Chi-square goodness-of-fit test was applied to the data using Microsoft (MS) Excel.
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Fluoride adsorption data obtained best fitted to the Freundlich isotherm model, signified a multilayer adsorption process.
The better performance of a non-linear model signifies the fact that the relationship between sunshine duration and clearness index does not follow a straight line.
Moreover, the use of a linear-threshold model signifies that the effect of heat on mortality is assumed constant for the whole temperature range above the threshold, simplifying the actual relationship, and the effect on mortality of temperatures below the threshold was not analysed.
A cross-validation R2 value of 0.70 for the ANN model signifies that the tool is likely to predict variables well for new data sets.
Temkin isotherm model signifies the heat of the adsorption and the adsorbent adsorbate interaction.
Their model signifies legal responsibility as the main obligation, and postulates that the majority and/or an influential group in a company have the 'final say' as to what becomes the key responsibility of the company when a conflict in choice among various responsibilities occurs.
On the other hand, the high specificity yielded by the model signifies that the selected functional domains are meaningful since they do not exist in most of the non-toxin proteins.
The C-score is a "confidence score" for estimating the quality of a computed model: a high C-score signifies a model with a high confidence and vice-versa.
Results from separate runs at a random condition were not statistically different from the model prediction, signifying a validity of the model.
In this paper, we propose ordered weighted aggregation (OWA) for fuzzy time series and further design forecasting model signifying efficacy of the proposed concept.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com