Skip to content

Definitions

Please refer to the main definitions docs to understand the basic functions referenced below.

Targets

  • target
    • timeline: 20D2L
    • bins=5, uniformity=10%, 40%, 50%

Meta Models

  • Numerai Crypto submissions are cleaned first by:
    • join on the token universe
    • drop nan and duplicate symbols
    • tie-kept-rank each submission
    • fill nans in each submission with 0.5
  • Numerai Crypto Naive-Weighted Meta Model w/ minimum 1 NMR stake (CNWMMmin1)
    • Average of cleaned Crypto submissions with at least 1 NMR stake

Scores

  • submissions are cleaned before used in scoring:
    • drop invalid symbols
    • tie-kept rank the submission
    • fill nans with 0.5
  • MMC - Meta Model Contribution
    • correlation contribution of a submission, CNWMMmin1, and target
    • timeline: 20D2L (+ 2 days data lag)
  • CORR - Correlation
    • numerai corr of a submission and target
    • 20 score days w/ 2 days returns lag (+ 2 days data lag)
  • SEASON - Season Score
    • for each scoring day, use the CORR and MMC score versions designated for payouts in that round
    • multiply each score by the round's default payout multiplier, independent of a model's selected payout multipliers
    • treat a missing component score as 0, then sum the weighted scores
    • SEASON = (CORR * default CORR multiplier) + (MMC * default MMC multiplier)
    • current formula: SEASON = (CORR * 0.1) + (MMC * 1.0)
    • timeline: 20 score days w/ 2 days returns lag (+ 2 days data lag)