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everycoin-price-model
neerajxp/everycoin-price-model
everycoin-price-model is a machine learning model from neerajxp. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
XGBoost binary classifier predicting whether a cryptocurrency price will go UP in the next hour.
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Public
Updated Apr 24, 2026
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1.3 MB
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.ubj665 KB · 99%
At a glance
- License
- mit
- Access
- Public
- Created
- Apr 24, 2026
- Updated
- Apr 24, 2026
- SHA
- 40a0602c
Model card
From the Hugging Face model README
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 |
- License
- mit
- Created
- Apr 24, 2026
- Updated
- Apr 24, 2026