In recent years, significant effort has been spent to generate standardized phenotypic vocabularies for a variety of organisms [called 'ontologies', e.g. Human or Mouse Phenotype Ontologies (1, 2)] and progress has been made to exploit these resources for automatic judgements on the genetic causes of diseases both for human, e.g. Decipher (3) and inferring from animal models (4 6).
The third column of each table lists the Pearson product-moment correlation coefficients rah between measures produced by the proposed automatic technique and judgements by the selected human subjects.
Continuing, "But, just as you don't have an individual right to by an F-15, if you're a billionaire, with ordinance on it, just like you don't have the right to buy an M1 tank, just like you don't have the right to buy an automatic weapon, those judgements have been made that there are no reasonable societal justifications or constitutional justifications for owning them".
In order to assess algorithm performances in obtaining orientation estimates with respect to a given subject j, all the N brushstrokes have been considered and the mean square angular distance between automatic results and human judgements was computed as MSD α j = 1 N ∑ i = 1 N D α i,j 2 (4).
Very often the judgement itself is automatic.
Since selfies do not contain demographic data, the team needed to add human judgement to the automatic face analysis.
Average MSD α obtained by comparing automatic orientation measurements with human judgements for different configurations of parameters r w and r e. Minimum and maximum area constraints resulting from the first configuration step are used in this case.
Average MSPD λ obtained by comparing automatic length measurements with human judgements for different configurations of parameters r w and r e. Minimum and maximum area constraints resulting from the first configuration step are used in this case.
Average MSPD ϕ obtained by comparing automatic width measurements with human judgements for different configurations of parameters r w and r e. Minimum and maximum area constraints resulting from the first configuration step are used in this case.
Hence, the potential bidirectional relationship between automatic processes and higher order judgements is currently speculative.
