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Why More Historical Data Does Not Always Make a Predictive Model Better

Historical data gives predictive models the examples they need to learn, but more history does not automatically produce more useful predictions.

Published September 17, 2026
Categorized as Somak Sarkar

Why the Same Metric Can Tell a Different Story Depending on What It Is Compared Against

Good analysis does not hide that complexity. It makes the comparison explicit.

Published September 17, 2026
Categorized as Somak Sarkar

Why Knowing What a Model Cannot Predict Can Be as Valuable as Knowing What It Can

Accuracy remains important, but useful analytics requires more than producing the right answer as often as possible.

Published September 17, 2026
Categorized as Somak Sarkar

Recent Posts

  • Why More Historical Data Does Not Always Make a Predictive Model Better
  • Why the Same Metric Can Tell a Different Story Depending on What It Is Compared Against
  • Why Knowing What a Model Cannot Predict Can Be as Valuable as Knowing What It Can
  • Why Wellness Analytics Needs to Understand the “Why” Behind Customer Behavior
  • The Problem With Stale Signals: Why Yesterday’s Customer Data Can Mislead Wellness Brands

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