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Largest Smaller BST Key

Machine Learning Quick Reads
3 min readSep 4, 2022

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Largest Smaller BST Key

Given a root of a Binary Search Tree (BST) and a number num, implement an efficient function findLargestSmallerKey that finds the largest key in the tree that is smaller than num. If such a number doesn’t exist, return -1. Assume that all keys in the tree are nonnegative.

Analyze the time and space complexities of your solution.

For example:

For num = 17 and the binary search tree below:

Your function would return:

14 since it’s the largest key in the tree that is still smaller than 17.

Constraints:

  • [time limit] 5000ms
  • [input] Node rootNode
  • [output] integer

While the code to solve this question is pretty simple, it takes some understanding of binary search trees. There are two key parts for the algorithm.

Solution:

##########################################################
# CODE INSTRUCTIONS: #
# 1) The method findLargestSmallerKey you're asked #
# to implement is located at line 30. #
# 2) Use the helper code below to implement it. #
# 3) In a nutshell, the helper code allows you to…

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Machine Learning Quick Reads
Machine Learning Quick Reads

Written by Machine Learning Quick Reads

Lead Author: Yaokun Lin, Actuary | ML Practitioner | Apply Tomorrow's Technology to Solve Today's Problems

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