| Package | Description |
|---|---|
| org.tribuo.classification.explanations.lime |
Provides an implementation of LIME (Locally Interpretable Model Explanations).
|
| org.tribuo.data.columnar.processors.field |
Provides implementations of
FieldProcessor. |
| org.tribuo.data.text | |
| org.tribuo.data.text.impl |
Provides implementations of text data processors.
|
| Class and Description |
|---|
| TextFeatureExtractor
An interface for things that take text and turn them into examples that we
can use to train or evaluate a classifier.
|
| Class and Description |
|---|
| TextPipeline
A pipeline that takes a String and returns a List of
Features. |
| Class and Description |
|---|
| DocumentPreprocessor
An interface for things that can pre-process documents before they are
broken into features.
|
| TextFeatureExtractor
An interface for things that take text and turn them into examples that we
can use to train or evaluate a classifier.
|
| TextProcessingException
An exception thrown by the text processing system.
|
| Class and Description |
|---|
| FeatureAggregator
An interface for aggregating feature values into other values.
|
| FeatureTransformer
A feature transformer maps a list of features to a new list of features
Useful for example to apply the hashing trick to a set of features
|
| TextDataSource
A base class for textual data sets.
|
| TextFeatureExtractor
An interface for things that take text and turn them into examples that we
can use to train or evaluate a classifier.
|
| TextPipeline
A pipeline that takes a String and returns a List of
Features. |
| TextProcessingException
An exception thrown by the text processing system.
|
| TextProcessor
A TextProcessor takes some text and optionally a feature tag and generates a list of
Features from that text. |
Copyright © 2015–2021 Oracle and/or its affiliates. All rights reserved.