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Table 1 Summary of dataset dimensions and attributes

From: A prediction model based on artificial intelligence techniques for disintegration time and hardness of fast disintegrating tablets in pre-formulation tests

Dimension

Attributes

Quality control tests for formulations

Disintegration Time

Hardness

Friability

Water Absorption Ratio

Excipients

Excipient 1 Amount

Excipient 2 Amount

…

Excipient 56 Amount

Characteristics of powdered material composition

Bulk Density

Tapped Density

Carr’s Compressibility Index

Hausner Ratio

Angle of Repose

Physical attributes of the tablet after blending and compression

Thickness

Wetting Time

Total tablet weight

Tablet Weight

Amount of active ingredient

Active ingredient weight

Physicochemical properties of the active

ingredient

Molecular Weight

XLogP3-AA

Hydrogen Bond Donor Count

Hydrogen Bond Acceptor Count

Rotational Bond Count

Topological Surface Area

Heavy Atom Count

Complexity

LogS