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06 Document Vector

Exercise: Creating and applying a document vectorIn this exercise you'll build a document vector and then apply it to a new document.1) Execute the Preprocessed documents metanode. It preprocesses the agendas of two instructor-led KNIMEcourses (L4-TP Introduction to Text Processing and L4-TS Introduction to Time Series Analysis). 2) Transform the preprocessed documents into a bag of words. 2) Calculate the document frequencies in the bag of words3) Filter the data by words that occur in both documents4) Transform the data into a document vector. Use Bitvector.5) Execute the Preprocessed new document metanode. This document contains the agenda text of the L4-BDIntroduction to Big Data with KNIME Analytics Platform course. 6) Transform the new document into a bag of words7) Apply the document vector model to the new document. Select Use settings from model. Which words occur in allthree agendas?Introduction, data, qa, Knime, innovation Node 52Node 53Node 54Node 55Node 56Node 57 Preprocesseddocuments Preprocessednew document Bag Of WordsCreator Bag Of WordsCreator DF Row Filter Document Vector DocumentVector Applier Exercise: Creating and applying a document vectorIn this exercise you'll build a document vector and then apply it to a new document.1) Execute the Preprocessed documents metanode. It preprocesses the agendas of two instructor-led KNIMEcourses (L4-TP Introduction to Text Processing and L4-TS Introduction to Time Series Analysis). 2) Transform the preprocessed documents into a bag of words. 2) Calculate the document frequencies in the bag of words3) Filter the data by words that occur in both documents4) Transform the data into a document vector. Use Bitvector.5) Execute the Preprocessed new document metanode. This document contains the agenda text of the L4-BDIntroduction to Big Data with KNIME Analytics Platform course. 6) Transform the new document into a bag of words7) Apply the document vector model to the new document. Select Use settings from model. Which words occur in allthree agendas?Introduction, data, qa, Knime, innovation Node 52Node 53Node 54Node 55Node 56Node 57Preprocesseddocuments Preprocessednew document Bag Of WordsCreator Bag Of WordsCreator DF Row Filter Document Vector DocumentVector Applier

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Created by: Lada.Rudnitckaia
Created at: 2020-07-31
On NodePit since: 2021-07-16
Last update: 2024-11-17
Created with KNIME version: v4.4.0

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