Machine Learning for Crypto Portfolio Management Case Study: Week 10

Nomics is drastically expanding upon its lead while Shrimpy brings up the rear.

Shrimpy ML Strategy

In a vacuum, Shrimpy Predictions did well this week. It’s difficult to take a negative view of a positive performance. That said, when compared to the other portfolios in this study… there is a lot to be desired this week — especially when you consider the total projected profit. While Shrimpy Predictions did get a solid win in Shib, it was not enough to overcome poor picks elsewhere. Shrimpy Predictions are 4th in performance this week.

Portfolio Allocations

  1. CashBet Coin (CBC): Projected 7-day profit: +950.16%
  2. Dogelon Mars (ELON): Projected 7-day profit: +154.28%
  3. OMG Network (OMG): Projected 7-day profit: +69.62%
  4. Lossless (LSS): Projected 7-day profit: +65.40%
  5. Shiba Inu (SHIB): Projected 7-day profit: +54.74%
  6. Presearch (PRE): Projected 7-day profit: +48.72%
  7. Apollo Currency (APL): Projected 7-day profit: +48.61%
  8. Velo (VELO): Projected 7-day profit: +38.99%
  9. ARPA Chain (ARPA): Projected 7-day profit: +36.86%
  10. Hot Cross (HOTCROSS): Projected 7-day profit: +28.71%
  1. FortKnoxster (FKX): Projected 7-day profit: +211.55%
  2. Aurora (AOA): Projected 7-day profit: +153.63%
  3. Lossless (LSS): Projected 7-day profit: +129.39%
  4. Dapp Token (DAPPT): Projected 7-day profit: +112.70%
  5. Cryptoindex.com 100 (CIX100): Projected 7-day profit: +90.88%
  6. UBIX.Network (UBX): Projected 7-day profit: +71.10%
  7. Kadena (KDA): Projected 7-day profit: +70.99%
  8. Senso (SENSO): Projected 7-day profit: +50.66%
  9. Ampleforth (AMPL): Projected 7-day profit: +44.22%
  10. Lattice Token (LTX): Projected 7-day profit: +27.30%

Portfolio Starting Value

Try the Shrimpy ML Forecasts

Disclaimer: Shrimpy’s price forecasts are for entertainment purposes only.

Nomics ML Strategy

Once again Nomics has taken the top spot for the week and has surpassed +100% total performance. Shib, CRV and GRT all benefited greatly from ETH setting a new All Time High (which is also included) posting better than 50% each over the last 7 days.

Portfolio Allocations

  1. Polkadot (DOT): Projected 7-day profit: +27.13%
  2. Shiba Inu (SHIB): Projected 7-day profit: +25.06%
  3. Binance Coin (BNB): Projected 7-day profit: +18.24%
  4. The Graph (GRT): Projected 7-day profit: +17.39%
  5. Curve DAO Token (CRV): Projected 7-day profit: +16.73%
  6. Stellar (XLM): Projected 7-day profit: +16.41%
  7. Zcash (ZEC): Projected 7-day profit: +15.38%
  8. Polygon (MATIC): Projected 7-day profit: +14.65%
  9. Fantom (FTM): Projected 7-day profit: +13.86%
  10. Ethereum (ETH): Projected 7-day profit: +12.94%
  1. THORChain (RUNE): Projected 7-day profit: +52.24%
  2. Huobi Token (HT): Projected 7-day profit: +39.41%
  3. Harmony (ONE): Projected 7-day profit: +28.40%
  4. Shiba Inu (SHIB): Projected 7-day profit: +28.39%
  5. NEAR Protocol (NEAR): Projected 7-day profit: +26.44%
  6. ZCash (ZEC): Projected 7-day profit: +26.08%
  7. Solana (SOL): Projected 7-day profit: +25.64%
  8. eGLD (EGLD): Projected 7-day profit: +23.84%
  9. Fantom (FTM): Projected 7-day profit: +23.30%
  10. KuCoin Shares (KCS): Projected 7-day profit: +20.84%

Portfolio Starting Value

Decentralized Finance Index Strategy

MKR was dropped in favor of RUNE, and a few of the more heavily allocated assets such as Terra, Avax and Link all had impressive weeks which put this portfolio in a solid 2nd this week.

Portfolio Allocations

  1. Terra (LUNA): 18.14% Allocation (adjusted from 17.47%)
  2. Uniswap (UNI): 16.51% Allocation (adjusted from 19.12%)
  3. Avalanche (AVAX): 15.99% Allocation (adjusted from 14.70%)
  4. Chainlink (LINK): 15.01% Allocation (adjusted from 14.25%)
  5. Fantom (FTM): 8.32% Allocation (adjusted from 6.95%)
  6. Tezos (XTZ): 6.03% Allocation (adjusted from 6.93%)
  7. THORChain (RUNE): 5% Allocation (adjusted from 0%)
  8. AAVE (AAVE): 5% Allocation
  9. Pancake Swap (CAKE): 5% Allocation (adjusted from 5.58%)
  10. The Graph (GRT): 5% Allocation

Removed

Portfolio Starting Value

Smart Contracts Index Strategy

Ethereum reaching a new All Time High carried this portfolio into a respectfully positive week.

Portfolio Allocations

  1. Ethereum (ETH): 24.99% Allocation (adjusted from 25%)
  2. Cardano (ADA): 25% Allocation
  3. Avalanche (AVAX): 8.98% Allocation (adjusted from 8.34%)
  4. Chainlink (LINK): 8.43% Allocation (adjusted from 8.08%)
  5. Algorand (ALGO): 7.07% Allocation (adjusted from 7.22%)
  6. Stellar (XLM): 5.31% Allocation (adjusted from 6.20%)
  7. VeChain (VET): 5.22% Allocation (adjusted from 5.16%)
  8. Ethereum Classic (ETC): 5% Allocation (adjusted from 6.52%)
  9. Fantom (FTM): 5% Allocation
  10. Tezos (XTZ): 5% Allocation

Portfolio Starting Value

Conclusions

Disclaimer

About us

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Shrimpy is a crypto exchange trading bot for portfolio management, indexing the market, rebalancing, and strategy backtesting. Join now at shrimpy.io.

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