What does Plab$)$ PP$($b$)$ represent in the contest of probability?a$)$ Conditional independenceb$)$ Absolute probabilityc$)$ Unconditional probabilityd$)$ Independence$5.$ Which of the following represents Bayes Rule?a$)$ P$($ba$)=$P$($a$/$b$)$P$($b$)/$P$($a$)$b$)$ P$($b$)=$P$($a$/$b$)$P$($b$)/$P$($a$)$ c$)$ P$($a$)=$P$($ba$)$P$($a$)/$P$($b$)$d$)$ P$($a$/$b$)=$P$($a$)$P$($b$)/$P$($ba$)6.$ What is the probability of rain in the afternoon given clouds in the morning?a$)0\mathrm{.}1$b$)0\mathrm{.}4$c$)0\mathrm{.}2$d$)0\mathrm{.}8$RandWhat is the main purpose of superelved leesing?a$)$ To map input data to output categories$5)$ To analyze unsupervised dats$)$To identify hidden patterns withentdi To learn the structure of data withoutany output$10.$ What does the perceptron learning ruleupdate? a$)$ Weightsb$)$ Biasc$)$ Inputs d$)$ Outputs$11.$ What is the boundary that maximizes the distance between any data points in SVM$?$a$)$ Optimal hyperplaneb$)$ Maximum margin separatorc$)$ Decision boundaryd$)$ Linear separator$12.$ What is the loss function in hypothesis evaluation?a$)$ A function that expresses how well our hypothesis performsb$)$ A function that measures data sizec$)$ A function that minimizes errorsd$)$ A function that maximizes predictions