QuartileXOutlier
Detect outliers in the vector by treating anything that falls below the 1st Quartile or above the 3rd Quartile as an Outlier. Common values for X_MULTIPLIER are 1.5 and 2.0.
Attributes
- Graph
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- Supertypes
- Self type
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QuartileXOutlier.type
Members list
Value members
Concrete methods
Calculate the lower and upper bound for acceptable values for vector y. Treat anything that falls X times below the 1st Quartile or above the 3rd Quartile as an Outlier.
Calculate the lower and upper bound for acceptable values for vector y. Treat anything that falls X times below the 1st Quartile or above the 3rd Quartile as an Outlier.
Value parameters
- factor
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the factor used in computing the bound (multiple of IRQ)
- y
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the vector with the possible outlier values
Attributes
Inherited methods
Find/detect all outliers in vector y outside the bounds and return their element indices.
Find/detect all outliers in vector y outside the bounds and return their element indices.
Value parameters
- bounds
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the acceptable lower and upper bounds for element values
- y
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the vector with the possible outlier values
Attributes
- Inherited from:
- Outlier
Remove all outliers from matrix x and vector y specified by indices in toRemove.
Remove all outliers from matrix x and vector y specified by indices in toRemove.
Value parameters
- toRemove
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the indices of elements to be removed
- x
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the predictor matrix: y = f(x)
- y
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the vector with the possible outlier values
Attributes
- Inherited from:
- Outlier
Remove all outliers from vector y specified by indices in toRemove.
Remove all outliers from vector y specified by indices in toRemove.
Value parameters
- toRemove
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the indices of elements to be removed
- y
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the vector with the possible outlier values
Attributes
- Inherited from:
- Outlier