CosineSimilarityClassifier¶
-
class
squirro.lib.nlp.steps.classifiers.
CosineSimilarityClassifier
(config)¶ Bases:
squirro.lib.nlp.steps.classifiers.Classifier
Classifier which uses the cosine similarity to classify.
- Parameters
type (str) – cosine_similarity
Methods Summary
load
()Load a step
process
(docs)Process a set of documents
process_batch
(batch)Process a batch of documents.
save
()Save a step
train
(docs)Train on a step of a set of documents
Methods Documentation
-
load
()¶ Load a step
-
process
(docs)¶ Process a set of documents
-
process_batch
(batch)¶ Process a batch of documents. If not defined will default to using self.process_doc for each document in the batch.
-
save
()¶ Save a step