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
- 1402
- Total labels
- 4206
- Pending labels
- 16
- Labeled snapshots
- 4190
- Long labels
- 1947
- Short labels
- 1586
- Flat labels
- 657
- Latest snapshot
- 2026-06-21 19:52:50.338081+02:00
- Recent trades snapshots
- 1402
- Micro candles
- 28040
- Avg data quality
- 75.7332382310984308
- Latest latency
- 10211 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 19:52:50.338081+02:00 | gate | VELVET/USDT:USDT | 68 | 10211 | 1 | -1.000000000000 | 0.988372093023 | -0.960729449977 | 0.000230000000 | 0.000155000000 | -0.223123732251 | 0E-12 |
| 2026-06-21 19:52:39.996722+02:00 | binance | VELVET/USDT:USDT | 80 | 7775 | 0 | -2068.000000000000 | 0.694354123559 | -0.783852635704 | 0E-12 | 0E-12 | 0.500375862012 | -0.000003150000 |
| 2026-06-21 19:52:32.120743+02:00 | mexc | VELVET/USDT:USDT | 68 | 5467 | 1 | -1707.000000000000 | 0.445959104187 | -0.764256319812 | -0.000200000000 | -0.000200000000 | 0.346266135842 | 0E-12 |
| 2026-06-21 19:52:26.400642+02:00 | htx | VELVET/USDT:USDT | 80 | 6889 | 0 | 222.000000000000 | 1.040290381125 | -0.754162585700 | -0.007310000000 | 0.003365000000 | -0.981180665409 | 0E-12 |
| 2026-06-21 19:52:13.540058+02:00 | gate | VELVET/USDT:USDT | 68 | 11138 | 1 | -6.000000000000 | 0.931034482759 | -1.046823331442 | -0.000170000000 | 0.000425000000 | 0.302955665024 | 0E-12 |
| 2026-06-21 19:52:02.252931+02:00 | binance | VELVET/USDT:USDT | 80 | 5952 | 0 | 8373.000000000000 | 2.099540380827 | -0.588697017268 | 0E-12 | 0.003300000000 | -0.027126770725 | 0E-12 |
| 2026-06-21 19:51:56.175795+02:00 | mexc | VELVET/USDT:USDT | 68 | 5384 | 1 | -1640.000000000000 | 0.468223086900 | -0.705882352941 | -0.000200000000 | 0.000200000000 | 0.312845866945 | 0E-12 |
| 2026-06-21 19:51:50.726954+02:00 | htx | VELVET/USDT:USDT | 80 | 6193 | 0 | 232.000000000000 | 1.042166484915 | -0.235063663075 | 0.007190000000 | -0.004225000000 | 1.191920448467 | 0E-12 |
| 2026-06-21 19:51:38.531582+02:00 | gate | VELVET/USDT:USDT | 68 | 10342 | 1 | 3.000000000000 | 1.034482758621 | -1.393155536424 | -0.000100000000 | -0.000730000000 | 0E-12 | 0E-12 |
| 2026-06-21 19:51:28.040185+02:00 | binance | VELVET/USDT:USDT | 80 | 6072 | 0 | -1694.000000000000 | 0.867852406584 | -1.216640502355 | 0E-12 | -0.001900000000 | -0.159257949829 | 0E-12 |
Snapshot Breakdown
Collected feature rows by exchange and symbol.
By Exchange
- binance
- 351
- gate
- 351
- htx
- 348
- mexc
- 352
By Symbol
- VELVET/USDT:USDT
- 1402
Trained Models
Offline baseline models trained from labeled historical data.