logreg

Type Members

1. class AssertionLogRegApproach extends AnnotatorApproach[AssertionLogRegModel] with Windowing with Licensed

   

   This is a classification method, which uses LogisticRegression algorithm Contains all the methods for training the LogisticRegression Approach, together with trainWithChunk, trainWithStartEnd

2. class AssertionLogRegModel extends Model[AssertionLogRegModel] with RawAnnotator[AssertionLogRegModel] with Windowing with HasStorageRef with CanBeLazy with Licensed

   

   This is a main class in AssertionLogReg family.

   This is a main class in AssertionLogReg family. It contains all the parameters and main point of interest method transform() which projects the input dataset into DataFrame. Unlike DL Model, this class does not extend AnnotatorModel. Instead it extends the RawAnnotator, that's why the main point of interest is method transform()

3. case class Datapoint(sentence: String, target: String, label: String, start: Int, end: Int) extends Product with Serializable

   

4. class NegexDatasetReader extends Serializable

   

   Reader for this dataset, https://github.com/mongoose54/negex/blob/master/genConText/rsAnnotations-1-120-random.txt

5. trait ReadablePretrainedAssertionLogReg extends ParamsAndFeaturesReadable[AssertionLogRegModel] with HasPretrained[AssertionLogRegModel]

   

6. trait Windowing extends Serializable

   

   Created by jose on 24/11/17.