Stage 1
ML Training
Dataset Training Mode
Collect feature snapshots, label future movement, and train an offline baseline model.
Last runner error: kucoinfutures fetchOrderBook() limit argument must be 20 or 100
Dataset Stats
Current feature and label inventory.
- Total feature snapshots
- 0
- Total labels
- 0
- Pending labels
- 0
- Eligible pending labels
- 0
- Labeled snapshots
- 0
- Labels with advanced TP/SL
- 0
- Incomplete advanced labels
- 0
- Avg long MFE 30s
- -
- Avg long MAE 30s
- -
- Avg short MFE 30s
- -
- Avg short MAE 30s
- -
- Long labels
- 0
- Short labels
- 0
- Flat labels
- 0
- Latest snapshot
- No snapshots yet
- Recent trades snapshots
- 0
- Micro candles
- 0
- Avg data quality
- -
- Latest latency
- -
- Missing fields
- -
Active Exchanges / Pairs
Pairs currently eligible for ML feature collection.
| Exchange | Code | Symbol |
|---|---|---|
| Binance | binance | VELVET/USDT:USDT |
| Gate.io | gate | VELVET/USDT:USDT |
| Huobi / HTX | htx | VELVET/USDT:USDT |
| KuCoin Futures | kucoinfutures | VELVET/USDT:USDT |
| MEXC | mexc | VELVET/USDT:USDT |
Recent Feature Snapshots
Latest ML rows with tape pressure, candle momentum, deltas, and quality.
Snapshot Breakdown
Collected feature rows by exchange and symbol.
By Exchange
No exchange snapshots yet.
By Symbol
No symbol snapshots yet.
Trained Models
Offline baseline models trained from labeled historical data.