Question: In the Decision Tree algorithm, a higher information gain implies that a split is more effective in separating the classes within the dataset. True False

In the Decision Tree algorithm, a higher information gain implies that a split is more effective in separating the classes within the dataset.
True
False
In the Decision Tree algorithm, a higher

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:

Question 1: CLO- 1 (10 pts) Answer the following questions.. 1. Decision tree algorithm belongs to the family. a) Supervised b) Unsupervised 2. Can we use a decision tree for both Regressions as well...

Q:

Please answer the study questions below. Answer choices are below the question. Thank you ASRU | Slippery Rock Univer X S Home - SRU X @ Chapter 10 Assignment - I X Question 1 - Chapter 10 A X...

Q:

Please provide the summary of the methodology and your understanding of this paper. Incluse necessary figures as well. Rapid Object Detection using a Boosted Cascade of Simple Features single feature...

Q:

This question concerns lexical grammars. (a) Tree Adjoining Grammars contain two types of elementary tree. (i) What are these trees called? [1 mark] (ii) If one were building a grammar for English...

Q:

Follow the steps given in Machine Learning With R , Chapter 5, section "Example Identifying Risky Bank Loans Using C5.0 Decision Trees." download the credit. csv file from Packt Publishing's website...

Q:

Briefly describe ASCII and Unicode and draw attention to any relationship between them. [3 marks] (b) Briefly explain what a Reader is in the context of reading characters from data. [3 marks] A...

Q:

dee complete please help Complexity Theory (a) Defifine the set of Boolean expressions 2CNF and the language 2SAT over them. (b) For a Boolean expression in 2CNF, let G() be the directed graph with...

Q:

Describe, in detail, how the heapsort algorithm works. [10 marks] Show that the worst-case cost of heapsort is O(n log n). [6 marks] Would it be possible to implement a variant of heapsort based on a...

Q:

data mining subject 1- summary the artical 2-what is data size 3- recoreds applied 4-what techqinecs is used 5- explain resualts EMPIRICAL STUDY ON SELECTION OF TEAM MEMBERS FOR SOFTWARE PROJECTS -...

Q:

Exploring Data Analytics with Real-World Datasets The domain chosen for this project is the Ultimate Fighting Championship (UFC), a leading mixed martial arts organization that features some of the...

Q:

Today is Nitas 7th birthday. Nitas grandfather, Joe, gave her a special gift. In order to help pay for her post-secondary education, Joe invested $25,000 for Nita. The money will be kept in trust,...

Q:

Discuss the legal implications of encryption. Address the following issues: Does the right to privacy outweigh legal pursuits of the government for security and lawful issues? Where do you stand on...

Q:

Gain contingencies shouldnever be accrued or disclosed in the footnotes.be accrued if they are probable and can be reasonably estimated.not be accrued in the accounts.be accrued only if they are the...

Q:

Match each of the following equations according to their slope and y-intercept. y=-1.5x-4 m = -1.5, b=-4 y = 3x y = 1.5x-7 y=-3x+4 y = 7 m=-3, b = 4 m = 0, b = 7 m = 3, b = 0 m=1.5, b=-7