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Direct discrimination is where you are directly treated unequally because of your race, sex, disability, religion or sexual orientation, which the act deems as "protected characteristics".
"At the same time, we will not neglect other aspects of equality, and will take a balanced approach to all nine protected characteristics as defined in the 2010 Equality Act.
"The Lib Dems have a motion, darling, which includes line 14, 'delete article 11.5 (g)' and insert '(g) a system will be put in place to secure adequate representation of groups having protected characteristics within the meaning of the Equalities Act!' And it has federal applicability!
Table 1 provides machine classification performance results for four different protected characteristics.
Table 2 illustrates very clearly that individual models of cyber hate do not generalise well across different protected characteristics.
Facebook defines hate speech as "a direct attack on people based on what we call protected characteristics – race, ethnicity, national origin, religious affiliation, sexual orientation, sex, gender, gender identity and serious disability or disease".
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Compared with traditional fossil fuel energy, wind power is becoming more and more popular relies on its environment protected characteristic.
In all but two cases, the trained models did not detect any cyber hate in test instances from a different protected characteristic.
The first set of results document the findings of applying machine classification to cyber hate directed towards each protected characteristic individually, based on disability, race, and sexual orientation.
Third, it is necessary to consider the evidence as to whether homosexuality is a choice, as the courts have traditionally protected immutable characteristics.
"Our view is that green belt is not about protecting the characteristics of the land itself; it is about preventing towns and cities expanding uncontrollably," he said.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com