Validates current applied params on the last 24h of candles for the
most-traded coins. Runs every 2h. 3 negatives in a row auto-pauses
trading (kill switch).
Per-coin results appear in the Multi-Coin Dashboard table → DWF 24h / DWF 72h columns.
📝 Paper Trading
OFF
Portfolio--
Cash--
Total P&L--
Trades / Win Rate--
Total Fees--
Open Positions
Coin
Layers
Qty
Avg Entry
Current
Value
P&L
No open positions
Recent Trades
Time
Side
Coin
Price
Qty
Fee
P&L
Reason
No trades yet
Expected Value Ranking — top 10 +EV picks highlighted
#
Coin
EV%
pcal
Raw p
AUC
TP/SL
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Macro Sentiment
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📊 BTC-USD Price Chart
🐋 On-Chain Whale Alerts
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🔬 Backtest Engine
📡 Top Signals
Buy
--
Sell
--
🌐 Multi-Coin Dashboard --
Coin
Price
Buy %
Sell %
B.AUC
S.AUC
Signal
Holdings
DWF 24h
DWF 72h
Pause
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⚙️ Trading Parameters
Live trading (when enabled) will use the actual fee returned by the
Coinbase API, based on your real 30-day volume — not this value.
Trading Logs
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Training Logs
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Top Features the Model Uses
(gain-based importance, averaged across all coins, EMA-smoothed)
The bot trains a separate buy and sell classifier per coin every cycle.
These are the inputs LightGBM relies on most. Buy = features that
predict "+TP hits before -SL". Sell = features that predict
"-SL hits before +TP". Combined = sum of both — useful for picking
which features to keep when running in lean mode.
Top 20 — Buy Signal
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Top 20 — Sell Signal
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Top 20 — Combined
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Feature importance store is empty or feature names haven't been captured yet.
Wait one full training cycle (or click "Trigger Refit") and the tables will populate.