Gender pute demographic parity, equality of odds, and equality of opportunity in the following dataset is a sensitive variable, and hiring decision is the target variable.

Experience $($yrs$)$

Hiring Decision $($actual$)$

Hiring Decision $($predicted$)$

$5353$

$1453$

$-1331$

HIS

HASIL

B

HUMASH

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Clear Text Rem

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Gender

Skills

male

$2353$

C$++$

$2$

no

male

$3145$

Java

yes

$4$

yes

male

Java

yes

$133$

$3$

female

yes

no

C$++$

$2$

no

female

no

C$++$

$5$

yes