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
- 365
- Total labels
- 1095
- Pending labels
- 16
- Labeled snapshots
- 1079
- Long labels
- 573
- Short labels
- 337
- Flat labels
- 169
- Latest snapshot
- 2026-06-21 17:13:08.143323+02:00
- Recent trades snapshots
- 365
- Micro candles
- 7300
- Avg data quality
- 76.0931506849315068
- Latest latency
- 10975 ms
- Missing fields
- 1
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 17:13:08.143323+02:00 | gate | VELVET/USDT:USDT | 68 | 10975 | 1 | -32.000000000000 | 0.801242236025 | -0.462234265107 | 0.000040000000 | 0.002360000000 | -1.284802043423 | 0E-12 |
| 2026-06-21 17:12:57.050764+02:00 | binance | VELVET/USDT:USDT | 80 | 7544 | 0 | -146.000000000000 | 0.987263369101 | -0.518754988029 | 0E-12 | 0.001700000000 | -0.258646225001 | 0E-12 |
| 2026-06-21 17:12:49.407523+02:00 | mexc | VELVET/USDT:USDT | 78 | 4644 | 1 | -2929.000000000000 | 0.273200992556 | -0.399281293671 | 0E-12 | 0.000100000000 | 0.309998924713 | 0E-12 |
| 2026-06-21 17:12:44.660519+02:00 | htx | VELVET/USDT:USDT | 80 | 6229 | 0 | -4508.000000000000 | 0.507214691736 | -0.168272601615 | -0.005360000000 | -0.002670000000 | -0.040838713885 | 0E-12 |
| 2026-06-21 17:12:32.369264+02:00 | gate | VELVET/USDT:USDT | 68 | 10779 | 1 | -53.000000000000 | 0.680722891566 | -0.735529261273 | -0.000070000000 | -0.002825000000 | 0.008113590264 | 0E-12 |
| 2026-06-21 17:12:21.450585+02:00 | binance | VELVET/USDT:USDT | 80 | 7406 | 0 | -9473.000000000000 | 0.251855946928 | -0.518754988029 | -0.000100000000 | -0.006450000000 | -0.737839958590 | 0E-12 |
| 2026-06-21 17:12:13.933730+02:00 | mexc | VELVET/USDT:USDT | 78 | 4543 | 1 | -3906.000000000000 | 0.176991150442 | -0.379317228988 | 0E-12 | -0.005200000000 | -0.679197754902 | 0E-12 |
| 2026-06-21 17:12:09.333930+02:00 | htx | VELVET/USDT:USDT | 90 | 4592 | 0 | -4522.000000000000 | 0.506439642000 | 0.552895691019 | 0.001120000000 | -0.000710000000 | 0.056989501495 | 0E-12 |
| 2026-06-21 17:11:48.635358+02:00 | gate | VELVET/USDT:USDT | 68 | 10267 | 1 | -59.000000000000 | 0.638036809816 | -0.159642401022 | -0.000050000000 | -0.002725000000 | 0.498122653316 | 0E-12 |
| 2026-06-21 17:11:38.255206+02:00 | binance | VELVET/USDT:USDT | 80 | 7060 | 0 | -2737.000000000000 | 0.634579439252 | 0.659340659341 | 0E-12 | -0.001000000000 | 0.936276269748 | 0E-12 |
Snapshot Breakdown
Collected feature rows by exchange and symbol.
By Exchange
- binance
- 91
- gate
- 91
- htx
- 91
- mexc
- 92
By Symbol
- VELVET/USDT:USDT
- 365
Trained Models
Offline baseline models trained from labeled historical data.