Section: Machine Learning•ID #28

Model Validation

Step 1: TheoryDocumentation

Evaluating Estimator Performance

Study the core concepts and background material for this learning item.

Step 2: PracticeKaggle Workbook

Model Validation Exercise

Solve the challenges and apply your knowledge interactively.

Medium20 min estimated study

Overview

Assess model out-of-sample performance using validation holds instead of train metrics.

Learning Objectives

  • Split data into train/validation folds
  • Evaluate validation score stability

Prerequisites

Tracking Control

Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise