IFilter (jaicore-ml 0.1.4 API)

All Known Implementing Classes:

ADerivateFilter, AFilter, ATransformFilter, BackwardDifferenceDerivate, CosineTransform, DFT, ForwardDifferenceDerivate, GulloDerivate, HilbertTransform, KeoghDerivate, SAX, SFA, SineTransform, SlidingWindowBuilder, ZTransformer
```
public interface IFilter
```

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method and Description
`void`	`fit(double[] input)` The function only fits a single instance of the dataset
`void`	`fit(double[][] input)`
`void`	`fit(TimeSeriesDataset input)` the function computes the needed information for the transform function.
`double[]`	`fitTransform(double[] input)` the function fit and transforms a single instance
`double[][]`	`fitTransform(double[][] input)`
`TimeSeriesDataset`	`fitTransform(TimeSeriesDataset input)` a utility function to avoid the added effort of calling the fit and transform function separate
`double[]`	`transform(double[] input)` This function transforms only a single instance.
`double[][]`	`transform(double[][] input)`
`TimeSeriesDataset`	`transform(TimeSeriesDataset input)` represents a function working on a dataset by transforming the dataset itself.

- Method Detail
  - transform
```
TimeSeriesDataset transform(TimeSeriesDataset input)
```
    represents a function working on a dataset by transforming the dataset itself.
    
    Parameters:
    
    input - the data set that is to transform
    
    Returns:
    
    the transformt dataset
    
    Throws:
    
    NoneFittedFilterExeception - used if transform is called without fit
    
    java.lang.IllegalArgumentException - used if dataset to transform is empty
  - transform
```
double[] transform(double[] input)
```
    This function transforms only a single instance.
    
    Parameters:
    
    input - the to transform instance
    
    Returns:
    
    the transformed instance
    
    Throws:
    
    NoneFittedFilterExeception
  - transform
```
double[][] transform(double[][] input)
```
  - fit
```
void fit(TimeSeriesDataset input)
```
    the function computes the needed information for the transform function.
    
    Parameters:
    
    input - the dataset that is to transform
  - fit
```
void fit(double[] input)
```
    The function only fits a single instance of the dataset
    
    Parameters:
    
    input - The to fit instance
  - fit
```
void fit(double[][] input)
```
  - fitTransform
```
TimeSeriesDataset fitTransform(TimeSeriesDataset input)
```
    a utility function to avoid the added effort of calling the fit and transform function separate
    
    Parameters:
    
    input - the dataset that is to be transfromed
    
    Returns:
    
    the transformed dataset
    
    Throws:
    
    NoneFittedFilterExeception - used if transform is called without fit
    
    java.lang.IllegalArgumentException - used if dataset to transform is empty
  - fitTransform
```
double[] fitTransform(double[] input)
```
    the function fit and transforms a single instance
    
    Parameters:
    
    input - the to fit and transform instance
    
    Returns:
    
    the transformed instance
  - fitTransform
```
double[][] fitTransform(double[][] input)
```

Interface IFilter

Method Summary

Method Detail

transform

transform

transform

fit

fit

fit

fitTransform

fitTransform

fitTransform