Question
NAIVE BAYES PROBABILITIES CALCULATION - PLEASE HELP Use the following probabilities to calculate naive bayes probabilities: i. P (MAX_SEV_IR = 1) = 3/12 = 0.25
NAIVE BAYES PROBABILITIES CALCULATION - PLEASE HELP
Use the following probabilities to calculate naive bayes probabilities:
i. P (MAX_SEV_IR = 1) = 3/12 = 0.25
ii. P (WEATHER_R = 1 | MAX_SEV_IR = 1) = 2/3 = 0.67
iii. P (WEATHER_R = 2 | MAX_SEV_IR = 1) = 1/3 = 0.33
iv. P (TRAF_CON_R =0 | MAX_SEV_IR = 1) = 3/3 = 1
v. P (TRAF_CON_R =1 | MAX_SEV_IR = 1) = 0
vi. P (TRAF_CON_R =2 | MAX_SEV_IR = 1) = 0
vii. P (MAX_SEV_IR = 0) = 9/12 = 0.75
viii. P (WEATHER_R = 1 | MAX_SEV_IR = 0) = 3/9 = 0.33
ix. P (WEATHER_R = 2 | MAX_SEV_IR = 0) = 6/9 = 0.67
x. P (TRAF_CON_R =0 | MAX_SEV_IR = 0) = 6/9 = 0.67
xi. P (TRAF_CON_R =1 | MAX_SEV_IR = 0) = 2/9 = 0.22
xii. P (TRAF_CON_R =2 | MAX_SEV_IR = 0) = 1/9 = 0.11
Using the 12 probabilities above, please calculate the following Naive Bayes conditional probabilities (and show how you calculate one):
1) P (MAX_SEV_IR = 1 | WEATHER_R = 1 and TRAF_CON_R = 0)
2) P (MAX_SEV_IR = 1 | WEATHER_R = 2 and TRAF_CON_R = 0)
3) P (MAX_SEV_IR = 0 | WEATHER_R = 1 and TRAF_CON_R = 0)
4) P (MAX_SEV_IR = 0 | WEATHER_R = 1 and TRAF_CON_R = 1)
5) P (MAX_SEV_IR = 0 | WEATHER_R = 1 and TRAF_CON_R = 2)
6) P (MAX_SEV_IR = 0 | WEATHER_R = 2 and TRAF_CON_R = 0)
7) P (MAX_SEV_IR = 0 | WEATHER_R = 2 and TRAF_CON_R = 1)
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