Question: 2. For a numeric input, instead of a binary split, one can use a ternary split with two thresholds and three branches as xj <

2. For a numeric input, instead of a binary split, one can use a ternary split with two thresholds and three branches as xj < wma, wma ≤ xj < wmb, xj ≥ wmb Propose a modification of the tree induction method to learn the two thresholds, wma,wmb. What are the advantages and the disadvantages of such a node over a binary node?

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 Pattern Recognition And Machine Learning Questions!

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...

QUIZ... Let D be a poset and let f : D D be a monotone function. (i) Give the definition of the least pre-fixed point, fix (f), of f. Show that fix (f) is a fixed point of f. [5 marks] (ii) Show that...

For monotone functions f, f0: P Q between posets (P, vP ) and (Q, vQ), let f v f(i) Prove that the binary relation v is a partial order. [3 marks] (ii) For monotone functions between posets p : P 0...

(a) In SystemVerilog, what is the difference between: (i) The ternary operator ? and if...then...else statements? [2 marks] (ii) always_ff and always_comb? [2 marks] (iii) Blocking, non-blocking and...

using python in jupyterlab using python in jupyterlab Create a VOLUME Function to compute the volume of Cylinders, Spheres, Cones, and Rectangular Boxes. This function should: First, ask the user...

use python in jupyterlab usomh python in jupyterlab When it is 8:00 in Lubbock, It is 9:00 in New York It is 14:00 in London It is 15:00 in Cairo It is 16:00 in Istanbul It is 19:00 in Hyderabad It...

using python in jupyterlab i have none... i think its just coding using python but in jupyterlab When it is 8:00 in Lubbock, It is 9:00 in New York It is 14:00 in London It is 15:00 in Cairo It is...

Write a Java application named ScholarshipAssessment that can be used to determine a students scholarship eligibility. At the university for which you are writing this software, scholarships are...

please do all 3. thank you! SIMULATION Nomenclature: Carboxylic Acids Alkyl Names Number Name Formula of C atoms methyl -CH3 one ethyl -CH2CH3 two propyl -CH2CH2CH3 three butyl - CH CH CH CH3 four...

SPSS StatisticsFileEdit View Date Transform Analyze Graphs Utilities Extensions Window UntitledDataSet2) - BM SPSS Statistics Data Editor Q Name CASEID Wich 5 Rolle 2 1 Type Numeri Numeric Numeric...

An insurance company states that the probability that a particular car will be involved in a car crash this year is 0.6 and the probability that the car will not be involved in a car crash this year...

Suppose you want to test whether running on a treadmill increases how energetic Psyc 2030Z students feel immediately after. You also want to determine whether being a habitual runner affects how...

In plain - text data files, the delimiter _ _ _ _ _ . a . is a character separating the columns of data. b . represents the header row of labels for each column. c . identifies the kind of data...

In the citation Schusters Express, Inc., 66 T.C. 588 (1976), affd 562 F.2d 39 (CA2, 1977), nonacq., to what do the 66, 39, and nonacq. refer?