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.
Answer:
Virtual storage configuration and management refers to the process of configuring and managing the storage resources of a virtualized environment. This typically involves creating and configuring virtual disks, assigning storage space to virtual machines, and managing the allocation of storage resources among different virtual machines.
Virtual machine management, on the other hand, refers to the process of managing the virtual machines in a virtualized environment. This typically involves creating and configuring virtual machines, installing and configuring operating systems and applications on the virtual machines, and managing the allocation of computing resources such as CPU, memory, and network bandwidth among different virtual machines.
An example of virtual storage configuration and management would be creating a virtual disk with a specified size and assigning it to a virtual machine to use as its primary storage. An example of virtual machine management would be creating a new virtual machine with a specified operating system and allocated resources, and then installing and configuring applications on it.
Both virtual storage configuration and management and virtual machine management are important tasks in a virtualized environment, as they help to ensure that the virtual machines have access to the necessary storage and computing resources to function properly. These tasks are typically performed by system administrators or other IT professionals who have expertise in virtualization and IT infrastructure management.
Answer:
1000
Explanation I SEARCHED IT Up
Answer:
Correct option is
A. She can add a digitizer over the screen on her laptop
Explanation:
A digitizer is a hardware that receives analogue signal and converts is to digital signal.To use stylus on a normal laptop when can attach a digitizer to the laptop.These digitizer comes in form of Tablet (Graphics Tablet)
Graphics tablet is an external tablet like slate with a dedicated stylus for hand drawn designing and arts. Use of stylus gives more command over design features.It can read any kind of hand written data and transfer to PC.
Answer:
i = 1
while i < 11:
print("The Indian High School")
i += 1
