Stage 1
ML Training
Dataset Training Mode
Collect feature snapshots, label future movement, and train an offline baseline model.
- Session
- Training session 2026-06-21 14:20:29
- Started
- 2026-06-21 16:20:29.845126+02:00
- Interval
- 5s
- Horizons
- [10, 30, 60]
Last runner error: kucoinfutures fetchOrderBook() limit argument must be 20 or 100
Dataset Stats
Current feature and label inventory.
- Total feature snapshots
- 1403
- Total labels
- 4209
- Pending labels
- 19
- Labeled snapshots
- 4190
- Long labels
- 1947
- Short labels
- 1586
- Flat labels
- 657
- Latest snapshot
- 2026-06-21 19:53:38.790833+02:00
- Recent trades snapshots
- 1403
- Micro candles
- 28060
- Avg data quality
- 75.7362794012829651
- Latest latency
- 42487 ms
- Missing fields
- 0
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.
| Captured | Exchange | Symbol | Quality | Latency | Missing | Buy/Sell Delta | Buy/Sell Ratio | Candle Momentum 5 | Spread Delta | Mid Delta | Imbalance 5 Delta | Funding Delta |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-06-21 19:50:04.920286+02:00 | htx | VELVET/USDT:USDT | 80 | 6546 | 0 | 232.000000000000 | 1.042166484915 | -0.293657008614 | 0.000030000000 | -0.000205000000 | 0.477914087578 | 0E-12 |
| 2026-06-21 19:49:52.322669+02:00 | gate | VELVET/USDT:USDT | 68 | 10308 | 1 | -77.000000000000 | 0.631578947368 | -0.479743092679 | 0.000030000000 | 0.000715000000 | 0.212121212122 | 0E-12 |
| 2026-06-21 19:49:41.863099+02:00 | binance | VELVET/USDT:USDT | 80 | 6760 | 0 | 12125.000000000000 | 4.622647146699 | -0.682527301092 | 0E-12 | 0.001300000000 | -0.509236275472 | 0E-12 |
| 2026-06-21 19:49:34.975781+02:00 | mexc | VELVET/USDT:USDT | 68 | 6060 | 1 | -2707.000000000000 | 0.172171253823 | -0.547088706526 | 0E-12 | -0.000300000000 | 0.577056984367 | 0.000003000000 |
| 2026-06-21 19:49:28.772396+02:00 | htx | VELVET/USDT:USDT | 80 | 6124 | 0 | 224.000000000000 | 1.040653357532 | -0.440485512921 | 0.000020000000 | 0.000680000000 | -0.012026384820 | 0E-12 |
| 2026-06-21 19:49:16.188454+02:00 | gate | VELVET/USDT:USDT | 68 | 10705 | 1 | -144.000000000000 | 0.448275862069 | -0.540445279915 | 0.000170000000 | -0.000275000000 | 0.190476190476 | 0E-12 |
| 2026-06-21 19:49:05.357262+02:00 | binance | VELVET/USDT:USDT | 80 | 8221 | 0 | -7616.000000000000 | 0.300835398880 | -0.916536661466 | -0.000100000000 | -0.001250000000 | 0.606314158902 | -0.000003560000 |
| 2026-06-21 19:48:56.958135+02:00 | mexc | VELVET/USDT:USDT | 68 | 5083 | 1 | -2954.000000000000 | 0.153096330275 | -0.799220272904 | 0E-12 | -0.000300000000 | 0.097757497191 | 0E-12 |
| 2026-06-21 19:48:51.800889+02:00 | htx | VELVET/USDT:USDT | 80 | 6606 | 0 | 26.000000000000 | 1.004555010512 | 0.432815266575 | -0.000040000000 | -0.001060000000 | -0.051175669386 | 0E-12 |
| 2026-06-21 19:48:38.889814+02:00 | gate | VELVET/USDT:USDT | 68 | 10470 | 1 | -144.000000000000 | 0.448275862069 | -0.754215596241 | -0.000010000000 | -0.001285000000 | 0.076190476190 | 0E-12 |
Snapshot Breakdown
Collected feature rows by exchange and symbol.
By Exchange
- binance
- 351
- gate
- 351
- htx
- 349
- mexc
- 352
By Symbol
- VELVET/USDT:USDT
- 1403
Trained Models
Offline baseline models trained from labeled historical data.