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
- 828
- Total labels
- 2484
- Pending labels
- 25
- Labeled snapshots
- 2459
- Long labels
- 1166
- Short labels
- 900
- Flat labels
- 393
- Latest snapshot
- 2026-06-21 18:23:36.713798+02:00
- Recent trades snapshots
- 828
- Micro candles
- 16560
- Avg data quality
- 75.8913043478260870
- Latest latency
- 6088 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 18:22:13.752990+02:00 | htx | VELVET/USDT:USDT | 80 | 5476 | 0 | -3608.000000000000 | 0.521358450517 | 0.368301764611 | 0E-12 | 0E-12 | 0.083855481125 | 0E-12 |
| 2026-06-21 18:22:01.670207+02:00 | gate | VELVET/USDT:USDT | 68 | 11398 | 1 | 0E-12 | 1.000000000000 | -1.839412020390 | 0.000030000000 | 0.001215000000 | -0.767857142857 | 0.000020000000 |
| 2026-06-21 18:21:50.150979+02:00 | binance | VELVET/USDT:USDT | 80 | 8766 | 0 | 18488.000000000000 | 5.835992675909 | -2.610402355250 | 0E-12 | 0.001300000000 | 0.444291149334 | 0E-12 |
| 2026-06-21 18:21:41.245699+02:00 | mexc | VELVET/USDT:USDT | 68 | 5168 | 1 | -897.000000000000 | 0.684488216673 | -2.667189645028 | 0.000100000000 | 0.002250000000 | -0.048403150593 | 0E-12 |
| 2026-06-21 18:21:35.847606+02:00 | htx | VELVET/USDT:USDT | 90 | 4445 | 0 | -3232.000000000000 | 0.561584373304 | 0.311639954671 | -0.003270000000 | -0.002775000000 | -0.038065368902 | 0E-12 |
| 2026-06-21 18:21:24.721229+02:00 | gate | VELVET/USDT:USDT | 68 | 10496 | 1 | -42.000000000000 | 0.755813953488 | -2.670203359859 | -0.000330000000 | -0.004275000000 | 0.753968253968 | 0.000041000000 |
| 2026-06-21 18:21:14.116535+02:00 | binance | VELVET/USDT:USDT | 80 | 8000 | 0 | 3677.000000000000 | 1.541133186166 | -2.806673209028 | -0.000100000000 | -0.003950000000 | -0.741247699674 | 0.000005200000 |
| 2026-06-21 18:21:05.876727+02:00 | mexc | VELVET/USDT:USDT | 68 | 28222 | 1 | 3626.000000000000 | 2.426997245179 | -2.843694842126 | -0.000100000000 | -0.005250000000 | -0.390722499361 | -0.000001000000 |
| 2026-06-21 18:20:37.585523+02:00 | htx | VELVET/USDT:USDT | 80 | 6088 | 0 | -3228.000000000000 | 0.562008141113 | 0.269312544295 | -0.002730000000 | -0.000215000000 | -0.049215686274 | 0E-12 |
| 2026-06-21 18:20:25.133553+02:00 | gate | VELVET/USDT:USDT | 68 | 10414 | 1 | 119.000000000000 | 1.838028169014 | -1.336210309605 | 0.000480000000 | 0.002560000000 | 0.222222222222 | 0E-12 |
Snapshot Breakdown
Collected feature rows by exchange and symbol.
By Exchange
- binance
- 207
- gate
- 206
- htx
- 207
- mexc
- 208
By Symbol
- VELVET/USDT:USDT
- 828
Trained Models
Offline baseline models trained from labeled historical data.