Question: 1. What is the difference between a classification tree and a decision tree? 2. Tree-based models rely on recursive partitioning and pruning. Please define what

1. What is the difference between a classification tree and a decision tree?

2. Tree-based models rely on recursive partitioning and pruning. Please define what partitioning and pruning are and how they relate to the decision-making process.

3. Please share some examples of why a regression tree and a decision tree are useful.

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 General Management Questions!

please answer all parts of the question within 30 minutes. make sure the explanation and reasons are explained in very detailed manner , Attempt the answer only if your are 100% sure that its...

1. What is the difference between a classification tree and a decision tree? 2. Tree-based models rely on recursive partitioning and pruning. Please define what partitioning and pruning are and how...

What is the difference between a classification tree and a decision tree? 2. Tree-based models rely on recursive partitioning and pruning. Please define what partitioning and pruning are and how they...

Since the current project for the organization has some important decisions to make regarding business alternatives based on your data analytics,you have decided to submit a paragraph or two to...

Since the current project for the organization has some important decisions to make regarding business alternatives based on your data analytics,you have decided to createa paragraph or two to...

First, you will explain the difference between a classification tree and a decision tree. Since tree - based models rely on recursive partitioning and pruning, you will want to explain what...

Q 6 Consider the dataset in the Fig. 1 . We will study tree - based methods. Figure 2 : Decision Tree Is x 1 5 x _ 1 5 x 1 5 ? Yes ( x 1 5 x _ 1 5 x 1 5 ) : Outcome: \ times ( cross mark ) No ( x 1 5...

Q 6 Consider the dataset in the Fig. 1 . We will study tree - based methods. Figure 2 : Decision Tree ( a ) Construct a classification tree using recursive binary splitting and Gini index as impurity...

Q 6 Consider the dataset in the Fig. 1 . We will study tree - based methods. [ TOTAL 2 0 points ] ( a ) Construct a classification tree using recursive binary splitting and Gini index as impurity...

Given a dataset with 100 instances of binary responses (say positive and negative). It includes two-dimensional numeric predictive features with summary statistics: a decision tree was fitted for...

6 Q/ Find the deflection y (x, t) of the vibrating string Length L=TT end fixed and T = + = 1 P corresponding to zero initial velocity and initial deflection and zero initial displacement (3) K y 4...

Regarding observational studies and designed experiments: a. Describe each type of statistical study. b. With respect to possible conclusions, what important difference exists between these two types...

Question 1 5 The owner of a regular exchange - listed put - option on a stock:has the obligation to buy 1 0 0 shares of the underlying stock at the exercise price.has the obligation to sell 1 0 0...

As the manager of Smith Construction, you need to make a decision on the number of homes to build in a new residential area where you are the only builder. Unfortunately, you must build the homes...