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Selected features for fracturing prediction
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| Feature name | Correlation | Description | |
|---|---|---|---|
| Formation/Reservoir | Encoded formation names | ||
| Reservoir Temperature (deg F) | Positive | Reservoir temperature in Fahrenheit | |
| Net Pay (ft) | Negative | Net thickness of pay zone in feet | |
| Oil Saturation | Positive | Oil saturation in the reservoir | |
| Gas Saturation | Negative | Gas saturation in the reservoir | |
| Gas Specific Gravity | Positive | Specific gravity of gas in the reservoir | |
| CO2 | Positive | CO2 content in the reservoir | |
| N2 | Positive | N2 content in the reservoir | |
| Oil Gravity (API) | Positive | Oil gravity in API unit | |
| TVD (ft) | Positive | True vertical depth of reservoir in feet | |
| Lateral Length (ft) | Positive | Lateral length of perforated well in feet | |
| Top Perf (ft) | Positive | Depth to top of perforated zone in feet | |
| Bottom Perf (ft) | Positive | Depth to bottom of perforated zone in feet |
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