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The results indicated that the best classification result was achieved for plain regions and that the accuracy declined for hilly regions, where the complex landscape can lead to an underestimation of the rice area.
For Statlog dataset, the best classification result was obtained with hybrid similarity measure as expected because this dataset consists of three-types of features while results for BUPA dataset were not different so much for the used measures, which is also an expected result considering the nature of this dataset.
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It can be seen that with LE dimension reduction, the best classification result is obtained.
The abundance measure with the best classification results was log converted basal area, yielding five tree communities of which four were characterised by only one important indicator species (Table 2).
To make comparisons, 10 variables selected by stepwise discriminant analysis for best classification results are listed in Table 4.
The best classification results were obtained with the presence-absence information for all CAZy families except for the GT families of the microbial genomes and the TW sample.
However, combining descriptors to produce the best classification result possible is not the purpose of this article, and is not further investigated here.
In HL-KAOG, the classification result is obtained from the best value between λ1 = 0.2 and λ2 = 0.6.
Considering all results, best overall classification results were achieved after combination of the transmittance function correction with pixel-based Minnaert or pixel-based C-topographic correction.
Furthermore, the best reported classification results are comparable with or slightly superior to those obtained by the state-of-the-art task-specific music classification methods.
Moreover, the best classification results disclosed are comparable with or slightly superior to those obtained by the state-of-the-art music classification systems.
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CEO of Professional Science Editing for Scientists @ prosciediting.com