The answer is true as it will change on its own
Bayes’ Theorem provides a way that we can calculate the probability of a piece of data belonging to a given class, given our prior knowledge.
P(class|data) = (P(data|class) * P(class)) / P(data)
Where P(class|data) is the probability of class given the provided data.
Explanation:
- Naive Bayes is a classification algorithm for binary and multiclass classification problems.
- It is called Naive Bayes or idiot Bayes because the calculations of the probabilities for each class are simplified to make their calculations tractable.
This Naive Bayes tutorial is broken down into 5 parts:
Step 1: Separate By Class : Calculate the probability of data by the class they belong to, the so-called base rate. Separate our training data by class.
Step 2: Summarize Dataset : The two statistics we require from a given dataset are the mean and the standard deviation
The mean is the average value and can be calculated using :
mean = sum(x)/n * count(x)
Step 3: Summarize Data By Class : Statistics from our training dataset organized by class.
Step 4: Gaussian Probability Density Function : Probability or likelihood of observing a given real-value. One way we can do this is to assume that the values are drawn from a distribution, such as a bell curve or Gaussian distribution.
Step 5: Class Probabilities : The statistics calculated from our training data to calculate probabilities for new data. Probabilities are calculated separately for each class. This means that we first calculate the probability that a new piece of data belongs to the first class, then calculate the second class, on for all the classes.
The code range is <span>
10021-19499</span>
Procedures on the integumentary system
have their codes that range within 10021 – 19499 of the CPT manual. This is the
1st subsection of surgery. You will find codes for skin tag removal,
incisions, and wound debridement at the front of the integumentary system.
It is the condition used after the if condition. say you use the if condition and you need to add another outcome, instead of using the if condition again, you’d use elif and end it with the else command.
example:
if num == 10:
print (“correct”)
elif num > 10:
print (“too high”)
else:
print (”too low”)
hope this helps :]
Answer: D
Explanation: This concept refers to listening for various cues, such as confusion, interest, or boredom.
