Question: Construct a decision tree using entropy for the following data and select the optimal splitting attribute using information gain

Construct a decision tree using entropy for the following data and select the optimal splitting attribute using information gain
Construct a decision tree using entropy for the

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!

Q:

Please answer by typing not handwritten 2. construct the decision tree using ID3 for the following data set Decision Conditional attributes Objects attribute A B D X 1 1 2 1 1 2 1 3 2 1 3 1 2 3 1 2 2...

Q:

Question 1 Construct a decision tree using ID 3 algorithm for following example data PlayTennis is a class attribute. For each node, show the entropy / information in the data set and the potential...

Q:

We have just put out a special promotion and would like to determine who responded to the mailing. We have a sample of consumers, including both purchasers and non-purchasers (all received the...

Q:

Given the scenario below; it is a small sample dataset for the student engagement in class routines and a prediction to whether such student will pass or fail a particular course. You're required to...

Q:

Exercise#2 Big Given the following dataset, we want to predict whether a planet is habitable for humans or not based only on features observable using a telescope. The features are Size (Big or...

Q:

Consider the following training dataset. The features are F1, F2 and F3, and the class label is C. We want to construct the decision tree. Using the gain ratio, determine whether F1 or F3 is the best...

Q:

1. An excerpt of the insurance purchase dataset is given (see last page and the accompanying spreadsheet). A few values in BANK_FUND was modified to facilitate calculation in the assignment. There...

Q:

1. Decision trees (by hand) (25 points): Construct a decision tree by hand for the dataset given below (the dataset is simulated and does not represent the real world). The target variable is Mammal....

Q:

Need highlighted part. example code given: status = read.csv(file = "...") entropy = function(x){ # x is a sequence of frequencies, for example, x = c(5,9) x.probs = ... x.info = log(x.probs, base =...

Q:

Please read the question and answer. I need a unique answer. Don't just simply copy and paste Soalan / Question 3 (17 Markah / Marks) Pertimbangkan set data latihan yang mengandungi maklumat peminjam...

Q:

Determine the current that flows through an 8- resistor connected to a voltage source vs = 110 cos 377t V.

Q:

Calculate the minimum clock period for which the circuit operates correctly considering each of the logic delays given below. Given: ta Ops; tto= 25ps. 06Marks i) Al 300ps; A2 400ps: A3 250ps:...

Q:

BE 6 . 7 ( LO 3 ) NYX Ltd . sells its product for $ 2 4 per unit and variable costs are $ 1 4 per unit. Its fixed costs are $ 1 3 0 , 0 0 0 . Calculate the required sales in units to achieve its...

Q:

With the advent of the Internet, business writers have little need for libraries when it comes to finding secondary information. Group of answer choices False True