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DATA SCIENCE PYTHON PLAYGROUND

Machine Learning · Learn / Refresh

← Supervised Workflow lessonsQUESTIONS · MODELS · EVIDENCE
Select, diagnose and finish · ML-W-R2 · 15–20 MIN

Workflow evidence retrieval

Retrieval 1

Exercises within this concept

  1. Retrieval 1Retrieve and applyCurrent exercise
  2. Retrieval 2Retrieve and apply
  3. Retrieval 3Retrieve and apply
Retrieval 1 · LINE24

A five-fold search reports test_score for each fold.

Your reserved 20% table has never been passed to it. Which evidence is this?

Retrieve earlier concepts before combining them.

This practice: Retrieve earlier concepts before combining them. Next: Retrieval 2 · Workflow evidence retrieval.

Supporting concepts: Respect time →

Remember the idea

Use the inputs and evidence to recover the method. Hints and explained solutions remain collapsed; exact phrasing is not graded.

Retrieve earlier concepts before combining them.Candidate ACandidate BFitValidateCostCompare matching evidence; smaller error can cost more.
Schematic · Retrieve earlier concepts before combining them.Scroll the diagram horizontally if needed.
Hint 1 — Think

A library field name does not redefine which rows were supplied.

Hint 2 — Tools

Fold validation versus the outer final holdout.

Hint 3 — Approach

Trace the population passed into the search before naming the evidence.

Explained solution

It contains scores on each fold’s validation rows. Naming in the library does not change the role of the protected final test.

It contains scores on each fold’s validation rows. Naming in the library does not change the role of the protected final test.

Helpful prior knowledge: Respect time These links are guidance, not locks.

Sources and API context

Examples run with this Playground’s scikit-learn 1.4.2 / Pyodide 0.26.4 runtime.

A five-fold search reports test_score for each fold. Your reserved 20% table has never been passed to it. Which evidence is this?