Question
Given a database table containing weather data as follows: Outlook Temperature Humidity Windy Class: Play Sunny Hot High False No Sunny Hot High True No
Given a database table containing weather data as follows:
Outlook | Temperature | Humidity | Windy | Class: Play |
Sunny | Hot | High | False | No |
Sunny | Hot | High | True | No |
Overcast | Hot | High | False | Yes |
Rainy | Mild | High | False | Yes |
Rainy | Cool | Normal | False | Yes |
Rainy | Cool | Normal | True | No |
Overcast | Cool | Normal | True | Yes |
Sunny | Mild | High | False | No |
Sunny | Cool | Normal | False | Yes |
Rainy | Mild | Normal | False | Yes |
Sunny | Mild | Normal | True | Yes |
Overcast | Mild | High | True | Yes |
Overcast | Hot | Normal | False | Yes |
Rainy | Mild | High | True | No |
Where Outlook, Temperature, Humidity, and Windy are the input variables (predictors), and Play is the output variable (response or outcome).
For the given sample, X =(Outlook = Sunny, Temperature = Mild , Humidity = High , Windy = False)
Please compute the conditional probabilityP(X|PLAY=No) *P(PLAY=No). (* is the multiplication)
Please give keep 3 digits after decimal, for example. 0.521.
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