Suppose Amazon tries to prevent a prediction algorithmn to be biased against female by excluding the use of female relatedn variable, e.g., "girl's school", "female team leader", etc., willn the algorithm be biased against female?

nn

a. Maybe, because the programmers are biased.

n

b. Maybe, because there are others variables that correlate withn gender and could be picked up by the algorithm.

n

c. No, it will be biased against male.

n

d. No, the prediction will not depend on gender.

The profits and losses for the last years are: Year Profit/(loss) The average capital employed in the business is Rs 4,00,000. 2001-2002 (20,000) 2002-2003(5000) 2003-20041,96,000 2004-20051,52,000 The rate of interest expected from capital invested is 12%. The remuneration of partners is estimated to be Rs 2,000 p.m. not charged in the above losses/profits. Calculate the value of goodwill on the basis of 2 years purchase of super profits based on the average of four years.