Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

• Updated Apr 1, 2025
• Python

Dice.com's relevancy feedback solr plugin created by Simon Hughes (Dice). Contains request handlers for doing MLT style recommendations, conceptual search, semantic search and personalized search

dice search-engine information-retrieval solr recommender recommendation-engine request-handler semantic-search solr-plugin personalized-search relevance-feedback solr-mlt-handler mlt-query relevancy-feedback-plugin rocchio-algorithm

• Updated May 12, 2021
• Java

Machine learning library for classification tasks

deep-neural-networks feature-selection naive-bayes-classifier pca statistical-tests dataset-manager decision-tree-classifier decision-stumps multilayer-perceptron-network quadratic-discriminant-analysis linear-discriminant-analysis classification-algorithm multilayer-perceptron random-forest-classifier subset-selection rocchio-algorithm bagging-trees autoencoder-classification

• Updated May 31, 2026
• Python

Machine learning library for classification tasks

deep-neural-networks feature-selection naive-bayes-classifier pca statistical-tests dataset-manager decision-tree-classifier decision-stumps multilayer-perceptron-network quadratic-discriminant-analysis linear-discriminant-analysis multilayer-perceptron random-forest-classifier subset-selection rocchio-algorithm knn-algorithm support-vector-machine-svm bagging-trees autoencoder-classification classification-algorithms

• Updated Jun 20, 2026
• Java

Machine learning library for classification tasks

deep-neural-networks feature-selection naive-bayes-classifier pca statistical-tests dataset-manager decision-tree-classifier decision-stumps multilayer-perceptron-network quadratic-discriminant-analysis linear-discriminant-analysis multilayer-perceptron random-forest-classifier subset-selection rocchio-algorithm knn-algorithm support-vector-machine-svm bagging-trees autoencoder-classification classification-algorithms

• Updated May 31, 2026
• C++

A search engine built to retrieve geographical information of any country.

search-engine information-retrieval google clustering crawling countries pagerank-algorithm indexing user-interface search-engines apache-solr query-expansion hierarchical-clustering search-engine-algorithm k-means-clustering agglomerative-clustering nations rocchio-algorithm hits-algorithm apache-nutch

• Updated May 10, 2020
• Python

EE448 Big Data Mining Project: Query Expansion with Rocchio Algorithm & Document Ranking with BM25 Score

python search-engine query-expansion rocchio-algorithm pseudo-relevance-feedback document-ranking

• Updated Nov 12, 2020
• Jupyter Notebook

react python search-engine information-retrieval fuzzy-search tf-idf kmeans-clustering rocchio-algorithm boolean-search fastapi vaswani cord19 vectorial-model cranfield

• Updated Dec 22, 2022
• Python

Application of various text classification algorithms on multiple datasets.

machine-learning random-forest text-classification regex machine-learning-algorithms jupyter-notebook regular-expression text-processing decision-tree gradient-boosting knn-classification rocchio-algorithm linearsvc seaborn-plots bagging-ensemble nearest-centroid

• Updated Oct 1, 2020
• Jupyter Notebook

Implementation of Relevance Feedback with Rocchio Algorithm in order to improve results in Information Retrieval. Proposal of an improvement to the Rocchio Algorithm.

search-engine information-retrieval information search-algorithm relevance-feedback rocchio-algorithm pseudo-relevance-feedback

• Updated Feb 12, 2022
• Kotlin

A search engine that employs the Rocchio Algorithm to improve result relevance.

search-engine sklearn google-custom-search-api relevance-feedback rocchio-algorithm

• Updated Feb 5, 2024
• Python

A simple search engine made using three different models: binary independence model, tf-idf vector model, language model and ElasticSearch

search-engine elasticsearch information-retrieval text-classification tf-idf language-model knn-classification rocchio-algorithm binary-independence-model

• Updated Nov 8, 2022
• Python

Search engine specifically targeted to Olympics

search-engine crawler clustering-algorithm query-expansion search-engine-algorithm rocchio-algorithm hits-algorithm

• Updated Apr 2, 2021
• Python

All sorts of data science & computer science programs for future reference

data-science pca-analysis gradient-descent knn cifar10 cvx fista image-deblurring non-linear-optimization projected-gradients rocchio-algorithm

• Updated Feb 26, 2022
• HTML

Legal Search Engine

search-engine information-retrieval nltk tf-idf rocchio-algorithm

• Updated Oct 26, 2021
• Python

Created various Information Retrival Algorithms from scratch in python

information-retrieval machine-learning-algorithms tf-idf dcg cosine-similarity jaccard-similarity mutual-information naive edit-distance-algorithm tf-idf-calculation relevance-feedback knn-classifier rocchio-algorithm naive-bayes-implementation tf-idf-vectorizer nltk-python positional-posting-list positional-indexing static-quality-ordering champion-list

• Updated Apr 14, 2020
• Jupyter Notebook

Ranked Information Retrieval: an indexation and ranked retrieval system for textual information.

python search-engine indexing query-engine text-processing indexation tokenization search-engine-optimization rocchio-algorithm spimi ranked-retrieval

• Updated Apr 18, 2021
• Python

Rocchio Algoritm for Text Classification on complaints in Bahasa Indonesia.

machine-learning text-classification rocchio-algorithm

• Updated Mar 31, 2022
• Jupyter Notebook

A recommender over concept embeddings that suggests rare concepts close to or far from your taste, learned by Rocchio relevance feedback.

information-retrieval embeddings recommender-system semantic-search relevance-feedback rocchio-algorithm sentence-transformers

• Updated Nov 5, 2026
• TypeScript

A simple ElasticSearch plugin wrapping around the search endpoint to provide Rocchio query expansion

search elasticsearch information-retrieval elasticsearch-plugin rocchio rocchio-algorithm

• Updated Jun 29, 2019
• Java