Question: Given the following training data table with four attributes and the decision result being either Class 0 or Class 1 , draw a decision tree.

Given the following training data table with four attributes and the decision result being either Class 0
or Class 1, draw a decision tree. Can you simplify your decision tree (i.e. merging some branches)?
Explain the reason why it can/can't be simplified
Given the following training data table with four

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 try to respond ASAP. I need the answer URGENTLY WITHIN 30-40 MINS IF POSSIBLE. Q.3. Answer the following: [5+3+3] a) Consider the following training data set (with three attributes, such as...

Q:

1 Decision Tree a. Given the following training data and attributes with their respective possible values: X1:(a, b), X2:{c, g, u, w}, X3:{k, s, v}. The class is Y:{+1, -1}. Learn a decision tree...

Q:

Given the following training data for regression (f(x) ) and classification (Class( x) ) tasks. a) Build a decision tree for regression (i.e., a regression tree; ff. slide 32 of the decision tree...

Q:

Given the following training data for regression (f(x) ) and classification (Class( x) ) tasks. a) Build a decision tree for regression (i.e., a regression tree; ff. slide 32 of the decision tree...

Q:

Classification is a form of data analysis where a model or classifier is constructed to predict class labels or types. Data classification is a two-phase process, 1) a learning phase in which the...

Q:

Decision tree construction. (a) Draw a decision tree that would perfectly classify the dataset shown below. The dataset has 2 predictor attributes, denoted as x1 and x2, which were partitioned into 3...

Q:

PLEASE HELP ME ON THESE TWO QUESTIONS Please show the decision tree constructed based on the following training dataset ( with Play Tennis@ as class label) : ( ALL STEPS that required for...

Q:

B Case Due to a dramatic decline in the number of visitors due to COVID-19, theme park Magic World has suffered a massive loss in 2020 which forced the company to put on hold planned renovations of...

Q:

Case It is presidential election year. US tech firm Texas Devices Inc is seeking expansion for its products to the US market or to the European Union (EU) market. Presidentail candidate Johnson has...

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:

Hydrogen, H2, is used as a rocket fuel. The hydrogen is burned in oxygen to produce water vapor. 2H2(g) + O2(g) 2H2O(g); H = 484 kJ What is the enthalpy change per gram of hydrogen?

Q:

For each of the following independent situations, indicate the reason for and the type of financial statement audit report that you would issue. Assume that all companies mentioned are private...

Q:

Why must some debt be eliminated when a firm enters a lease agreemens? FAS 1 3 requires an increase in equily equal to the present wate ef the lease ageemenc. Lessors require lessees to reduce their...

Q:

When is employee compensation referred to as variable pay