Avoiding the Inherent Limitations in Datasets Used for Measuring Aesthetics When Using a Machine Learning Approach

Table 1

Descriptive data for each of the five sets of 200 images that make up the proposed dataset.

Range
Average	3.5943	4.4695	5.4975	6.4715	7.3112
Deviation	0.2613	0.2868	0.2894	0.2845	0.2335
Variance	0.0683	0.0822	0.0837	0.0809	0.0545
Kurtosis	-0.8224	-1.2370	-1.1765	-1.1595	-0.4500
Bias	-0.3998	0.1611	-0.0005	0.1099	0.6879
Minimum	3.0070	4.0130	5.0060	6.0030	7.0000
Maximum	3.9970	4.9970	5.9970	6.9940	7.9530