Enhancements rolled out to Crypto-ML models

Bitcoin, Litecoin, and Bitcoin Cash machine-learning models have been enhanced.

Enhancement Results

Based on historical testing, the improvements over prior models are as follows:

  • Bitcoin: returns improved by 26%
  • Litecoin: returns improved by 16%
  • Bitcoin Cash: returns improved by 10%

Positions Not Affected

Under the prior models, positions were recently opened for all coins. These positions are also open under the enhanced models.

Enhancement Details

These updates are a result of a project that sought to answer which approach would perform better: (a) individual models derived for each crypto, or (b) a unified model encapsulating data across all included crypto.

The enhancements are live for Feb 12, 2018.

  • bitcoin
    $6,284.70 -1.29%24H
  • ethereum
    $201.41 -3.5%24H
  • bitcoin-cash
    Bitcoin Cash
    $482.88 -9.57%24H
  • litecoin
    $49.06 -3.11%24H
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