Tools for fast text stemming & lemmatization
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Updated
Jun 7, 2018 - R
#
lemmatization
Here are 6 public repositories matching this topic...
Explore your Twitter activity with R: Sentiment Analysis and Data Visualization. How to analyze your Twitter account (or any account), discover your habits and sentiments with the "rtweet" package and NLP.
nlp twitter twitter-api data-visualization nltk data-analysis r-package rtweet twitter-sentiment-analysis nlp-resources nlp-library twitter-data r-programming stemming lemmatization nltk-library udpipe twitter-data-analysis r-studio twitter-data-extraction
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Aug 25, 2022 - R
Fake News analysis and prediction in R Script. Naive Bayes, Random Forest, SVM, NNET, ROC, Confusion Matrix, Accuracy, F1 score.
ggplot2 dplyr random-forest svm naive-bayes linear-regression foreach logistic-regression glmnet confusion-matrix stemming lemmatization dtf f1-score tidyr rscript nnet dtm worldcloud roccurve
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Jul 29, 2021 - R
A multi-label classification model for classifying comments from Wikipedia talk page edits into different types of toxicity(insult, threat, identity hate, etc).
visualization r text-classification specificity wordcloud naive-bayes-classifier dimensionality-reduction recall logistic-regression sensitivity text-processing svd tfidf precision evaluation-metrics part-of-speech-tagger lemmatization classification-algorithims xgboost-model classification-model
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Oct 20, 2019 - R
It's a package that contains a function that uses lemmatization to classify educational programs according to CINE (Classification International Normalized of Education) for Peru.
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Jun 22, 2023 - R
This project is to perform some tasks that are commonly used in Natural Language Processing. This includes design of the shiny app to analyze the Toyota Camry car reviews. The reviews are available online and it will be programmatically downloaded and their sentiment score will be predicted.
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Apr 28, 2018 - R
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