ExhaustiveMinimumDistanceSearchStrategy (jaicore-ml 0.1.3 API)

java.lang.Object
- ai.libs.jaicore.ml.tsc.shapelets.search.AMinimumDistanceSearchStrategy
- - ai.libs.jaicore.ml.tsc.shapelets.search.ExhaustiveMinimumDistanceSearchStrategy

```
public class ExhaustiveMinimumDistanceSearchStrategy
extends AMinimumDistanceSearchStrategy
```
Class implementing a search strategy used for finding the minimum distance of a Shapelet object to a time series. The approach uses an exhaustive search as described in the paper 'Jason Lines, Luke M. Davis, Jon Hills, and Anthony Bagnall. 2012. A shapelet transform for time series classification. In Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD '12). ACM, New York, NY, USA, 289-297.'.

Field Summary
- Fields inherited from class ai.libs.jaicore.ml.tsc.shapelets.search.AMinimumDistanceSearchStrategy
  useBiasCorrection

Constructors
Constructor and Description
`ExhaustiveMinimumDistanceSearchStrategy(boolean useBiasCorrection)` Standard constructor.

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`double`	`findMinimumDistance(Shapelet shapelet, double[] timeSeries)` Function returning the minimum distance among all subsequences of the given `timeSeries` to the `shapelet`'s data.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Class ExhaustiveMinimumDistanceSearchStrategy