EveryCoin Price Direction Model
XGBoost binary classifier predicting whether a cryptocurrency price will go UP in the next hour.
Model Details
| Property | Value |
|---|
| Algorithm | XGBoost Classifier |
| Task | Binary classification (UP / DOWN) |
| Coins trained on | BTC, ETH, SOL, BNB, ADA, AVAX, LINK, UNI |
| Training data | 90 days of hourly price history |
| Promoted at | 2026-04-24T12:26:05+00:00 |
Evaluation Metrics
| Metric | Score |
|---|
| ROC-AUC | 0.5604 |
| Accuracy | 0.5424 |
| F1 Score | 0.5039 |
| Precision | 0.5298 |
| Recall | 0.4805 |
Features (16)
return_1h, return_6h, return_24h, sma_7, sma_24, ema_12, ema_26, macd, macd_signal, macd_hist, rsi_14, bb_upper, bb_middle, bb_lower, bb_width, volatility_24h
Files
| File | Description |
|---|
best_model.ubj | XGBoost model binary |
scaler.pkl | StandardScaler fitted on training data |
meta.json | Metrics and metadata |
