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
- 2453
- Total labels
- 7359
- Pending labels
- 22
- Labeled snapshots
- 7337
- Long labels
- 3213
- Short labels
- 2730
- Flat labels
- 1394
- Latest snapshot
- 2026-06-21 22:40:05.097175+02:00
- Recent trades snapshots
- 2453
- Micro candles
- 49060
- Avg data quality
- 75.3854930725346373
- Latest latency
- 8890 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 22:33:30.879652+02:00 | binance | VELVET/USDT:USDT | 80 | 9579 | 0 | 2840.000000000000 | 3.565492321590 | 0.160128102482 | 0E-12 | 0.000500000000 | -0.339451581320 | 0E-12 |
| 2026-06-21 22:33:21.089579+02:00 | mexc | VELVET/USDT:USDT | 68 | 5293 | 1 | -1484.000000000000 | 0.498479215951 | 0.200200200200 | 0E-12 | 0.000500000000 | -0.250145932625 | -0.000005000000 |
| 2026-06-21 22:33:15.706140+02:00 | htx | VELVET/USDT:USDT | 80 | 5268 | 0 | -4322.000000000000 | 0.390580936266 | 0E-12 | -0.000370000000 | 0.000185000000 | 0.417278936826 | 0E-12 |
| 2026-06-21 22:33:04.371318+02:00 | gate | VELVET/USDT:USDT | 68 | 11012 | 1 | 32.000000000000 | 1.603773584906 | -0.036096739261 | -0.000170000000 | 0.000295000000 | -0.166666666667 | 0.000025000000 |
| 2026-06-21 22:32:53.231646+02:00 | binance | VELVET/USDT:USDT | 80 | 7371 | 0 | 2500.000000000000 | 1.985415845487 | 0E-12 | 0E-12 | 0.000300000000 | 0.338719659117 | 0E-12 |
| 2026-06-21 22:32:45.722447+02:00 | mexc | VELVET/USDT:USDT | 68 | 5411 | 1 | -1784.000000000000 | 0.445962732919 | 0E-12 | 0E-12 | 0.000900000000 | 0.157233899539 | 0E-12 |
| 2026-06-21 22:32:40.154313+02:00 | htx | VELVET/USDT:USDT | 80 | 6564 | 0 | -4322.000000000000 | 0.390580936266 | 0E-12 | 0E-12 | 0E-12 | -0.321084417764 | 0E-12 |
| 2026-06-21 22:32:27.353718+02:00 | gate | VELVET/USDT:USDT | 68 | 11163 | 1 | 32.000000000000 | 1.603773584906 | -0.204204204204 | 0.000240000000 | 0.000980000000 | 0.047619047619 | 0E-12 |
| 2026-06-21 22:32:15.891780+02:00 | binance | VELVET/USDT:USDT | 80 | 7672 | 0 | -4856.000000000000 | 0.371879446385 | -0.040008001600 | -0.000100000000 | 0.000450000000 | -0.053219817655 | -0.000004700000 |
| 2026-06-21 22:32:08.087603+02:00 | mexc | VELVET/USDT:USDT | 68 | 6628 | 1 | -1841.000000000000 | 0.436313533374 | -0.180000000000 | 0E-12 | -0.000400000000 | -0.794210225215 | -0.000002000000 |
Snapshot Breakdown
Collected feature rows by exchange and symbol.
By Exchange
- binance
- 615
- gate
- 614
- htx
- 609
- mexc
- 616
By Symbol
- VELVET/USDT:USDT
- 2454
Trained Models
Offline baseline models trained from labeled historical data.