Machine Learning for Crypto Portfolio Management Case Study: Week 9

As BTC continues to steal the show, Nomics has been able to maintain dominance with Shrimpy and the Smart Contracts Index in a close race for 2nd.

Shrimpy ML Strategy

Shrimpy predictions left a lot to be desired this week, with most of the predictions actually performing negatively. RFOX was a sleeper pick and did most of the heavy lifting to bring this portfolio into profitability this week.

Portfolio Allocations

  1. CashBet Coin (CBC): Projected 7-day profit: +38.94%
  2. Huobi Token (HT): Projected 7-day profit: +37.63%
  3. DigitalBits (XDB): Projected 7-day profit: +36.58%
  4. Formation Fi (FORM): Projected 7-day profit: +31.65%
  5. Velo (VELO): Projected 7-day profit: +30.36%
  6. Lympo (LYM): Projected 7-day profit: +25.36%
  7. RedFOX Labs (RFOX): Projected 7-day profit: +25.10%
  8. Phantasma (SOUL): Projected 7-day profit: +24.08%
  9. Opacity (OPCT): Projected 7-day profit: +21.52%
  10. Nimiq (NIM): Projected 7-day profit: +21.42%
  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%

Portfolio Starting Value

Try the Shrimpy ML Forecasts

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

Nomics ML Strategy

Nomics was the worst performing portfolio this week. Even though they fell short of their predictions, BTC, SHIB and FTM kept this portfolio from performing negatively.

Portfolio Allocations

  1. Shiba Inu (SHIB): Projected 7-day profit: +48.52%
  2. Fantom (FTM): Projected 7-day profit: +43.58%
  3. Harmony (ONE): Projected 7-day profit: +37.31%
  4. Bitcoin SV (BSV): Projected 7-day profit: +19.46%
  5. Bitcoin (BTC): Projected 7-day profit: +13.81%
  6. Decred (DCR): Projected 7-day profit: +13.68%
  7. Bitcoin Cash (BCH): Projected 7-day profit: +9.75%
  8. XRP (XRP): Projected 7-day profit: +8.44%
  9. NEM (XEM): Projected 7-day profit: +8.03%
  10. Stellar (XLM): Projected 7-day profit: +6.92%
  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%

Portfolio Starting Value

Decentralized Finance Index Strategy

The DeFi sector seems to be showing signs of life again. AVAX, FTM and XTZ all had great price action which puts this portfolio at 2nd for performance this week.

Portfolio Allocations

  1. Uniswap (UNI): 19.12% Allocation (adjusted from 22.15%)
  2. Terra (LUNA): 17.47% Allocation (adjusted from 18.11%)
  3. Avalanche (AVAX): 14.70% Allocation (adjusted from 9.92%)
  4. Chainlink (LINK): 14.25% Allocation (adjusted from 15.18%)
  5. Fantom (FTM): 6.95% Allocation (adjusted from 0%)
  6. Tezos (XTZ): 6.93% Allocation (adjusted from 0%)
  7. Pancake Swap (CAKE): 5.58% Allocation (adjusted from 6.75%)
  8. AAVE (AAVE): 5% Allocation (adjusted from 6.34%)
  9. The Graph (GRT): 5% Allocation
  10. Maker (MKR): 5% Allocation

Removed

Portfolio Starting Value

Smart Contracts Index Strategy

When you consider that this portfolio contains a combination of almost all of the assets that did well in each of the other portfolios, it’s no surprise to see the Smart Contracts portfolio taking the top spot for performance this week and reclaiming the “First behind Nomics” mantle.

Portfolio Allocations

  1. Ethereum (ETH): 25% Allocation (adjusted from 25.01%)
  2. Cardano (ADA): 25% Allocation
  3. Avalanche (AVAX): 8.34% Allocation (adjusted from 6.11%)
  4. Chainlink (LINK): 8.08% Allocation (adjusted from 9.36%)
  5. Algorand (ALGO): 7.22% Allocation (adjusted from 5%)
  6. Stellar (XLM): 6.20% Allocation (adjusted from 6.69%)
  7. VeChain (VET): 5.16% Allocation (adjusted from 6.31%)
  8. Ethereum Classic (ETC): 6.52% Allocation (adjusted from 6.55%)
  9. Fantom (FTM): 5% Allocation (adjusted from 0%)
  10. Tezos (XTZ): 5% Allocation (adjusted from 0%)

Removed

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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