Refactor documentation for various filters and indicators to enhance clarity and consistency

- Updated Bessel, Bilateral, Blma, Butter, Conv, Ema, Kama, LSMA, MAMA, MGDI, SSF, USF, ATR, ADL, and ADOSC documentation to use bullet points for key concepts and features.
- Added a new Qodana configuration file for code analysis.
- Removed coverage configuration from Quantower.Tests.csproj to streamline testing setup.
This commit is contained in:
Miha Kralj
2025-12-31 23:39:47 -08:00
parent 11f4ec2497
commit d493bfd42f
175 changed files with 11977 additions and 897 deletions
+16 -16
View File
@@ -14,11 +14,11 @@ MAPE divides each absolute error by the actual value, converting errors to perce
### Properties
- **Scale-independent**: Expressed as percentage
- **Asymmetric**: Penalizes over-prediction more than under-prediction
- **Undefined at zero**: Cannot compute when actual value is zero
- **Non-negative**: MAPE ≥ 0, with 0 indicating perfect prediction
- **No upper bound**: Can exceed 100% for large errors
* **Scale-independent**: Expressed as percentage
* **Asymmetric**: Penalizes over-prediction more than under-prediction
* **Undefined at zero**: Cannot compute when actual value is zero
* **Non-negative**: MAPE ≥ 0, with 0 indicating perfect prediction
* **No upper bound**: Can exceed 100% for large errors
## Mathematical Foundation
@@ -30,8 +30,8 @@ $$APE_i = 100 \times \left| \frac{y_i - \hat{y}_i}{y_i} \right|$$
Where:
- $y_i$ = actual value
- $\hat{y}_i$ = predicted value
* $y_i$ = actual value
* $\hat{y}_i$ = predicted value
### 2. Mean Calculation
@@ -143,15 +143,15 @@ Same absolute error (50), but over-prediction shows higher MAPE.
## Edge Cases
- **Identical Values**: Returns 0% when actual equals predicted
- **Zero Actual**: Uses epsilon (1e-10) to avoid division by zero
- **NaN Handling**: Uses last valid value substitution
- **Single Input**: Not supported (requires two series)
- **Period = 1**: Returns current percentage error
* **Identical Values**: Returns 0% when actual equals predicted
* **Zero Actual**: Uses epsilon (1e-10) to avoid division by zero
* **NaN Handling**: Uses last valid value substitution
* **Single Input**: Not supported (requires two series)
* **Period = 1**: Returns current percentage error
## Related Indicators
- [MAPD](../mapd/Mapd.md) - Mean Absolute Percentage Deviation (divides by predicted)
- [SMAPE](../smape/Smape.md) - Symmetric Mean Absolute Percentage Error
- [MPE](../mpe/Mpe.md) - Mean Percentage Error (signed)
- [MAE](../mae/Mae.md) - Mean Absolute Error (same units)
* [MAPD](../mapd/Mapd.md) - Mean Absolute Percentage Deviation (divides by predicted)
* [SMAPE](../smape/Smape.md) - Symmetric Mean Absolute Percentage Error
* [MPE](../mpe/Mpe.md) - Mean Percentage Error (signed)
* [MAE](../mae/Mae.md) - Mean Absolute Error (same units)