How do you test whether a binary tree is height-balanced?
PICTURE THIS: DATA SPLIT
Fit on train, tune on val, report on test once.
Simple meaning
A bottom-up DFS returns height or a sentinel if any subtree differs by more than one.
WHY — Trees instead of guessing?
Why interviewers care about Trees:
question about Trees.
trade-offs, and what you would actually do on a DSA project - not buzzwords.
Name the idea, why it exists, then one short example.
End with when you use it and one common pitfall.
STEPS — What happens step by step?
Before you speak the answer, walk the interviewer through these steps:
- 1A bottom-up DFS returns
height or a sentinel if any subtree differs by more than one.
- 2You detect imbalance early
without a second height pass.
- 3Time is O(n) and
space is O(h).
- 4Top-down height calls at
every node would be O(n^2) on skewed trees.
- 5Common mistake
What juniors usually get wrong.
- 6Close
When you pick this over the alternative.
EXAMPLE — See it in action
Here's a short line you can speak, broken into clear beats:
Note: Adapt this scaffold to your own project — keep it under 60–90 seconds.
Key takeaway
A bottom-up DFS returns height or a sentinel if any subtree differs by more than one. You detect imbalance early without a second height pass.