METHOD AND DEVICE FOR TRAINING CLASSIFIER AND RECOGNIZING TYPE Russian patent published in 2018 - IPC G06F17/27 

Abstract RU 2643500 C2

FIELD: physics.

SUBSTANCE: in the method for training the information classifier, phrase samples containing the target keyword are extracted from information for selection. Binary tags are assigned to the phrase samples to obtain a training set of samples based on the attribution of each of the phrase samples to the target class. Each phrase sample is split into words in the training set of samples to get a set of words. The given characteristic set of a set of words containing the characteristic words is selected. The classifier is constructed, based on characteristic words and trained on the basis of the results of assigning binary marks in the training set of samples.

EFFECT: improving the accuracy of the information recognition results.

14 cl, 9 dwg

Similar patents RU2643500C2

Title Year Author Number
TEMPLATE CONSTRUCTION METHOD AND APPARATUS AND INFORMATION RECOGNITION METHOD AND APPARATUS 2015
  • Wang, Pingze
  • Zhang, Tao
  • Chen, Zhijun
RU2649294C2
SYSTEM FOR VERIFYING THE SPEAKING PERSON IDENTITY 1996
  • Mehmmon Richard Dzh.
  • Farrel Kevin
  • Sharma Mehnish
  • Divehng Nejk
  • Zang Zjaoju
  • Assalekh Khaled
  • Leu Khan-Sheng
RU2161336C2
METHOD AND SYSTEM OF THE FINAL AUTOMATOR FOR RECOGNIZING THE OPERATING STATE OF THE SENSOR 2018
  • Rueckert Frank
  • Weilbach Juliane
  • Nuernberg Frank-Thomas
RU2744908C1
CHECKING RELEVANCE BETWEEN KEY WORDS AND WEBSITE CONTENT 2005
  • Chzhan Behn'Juj
  • Tszehn Khua-Tszjun'
  • Li Li
  • Nadzhm Tarek
  • Ma Vehj-In
  • Li In
  • Chehn' Chzhehn
RU2375747C2
METHOD AND SYSTEM FOR DETECTING EMULATED MOBILE OPERATING SYSTEM USING MACHINE LEARNING TECHNIQUES 2018
  • Balashov Aleksandr Viktorovich
  • Davidov Dmitrij Georgievich
  • Denisenko Maksim Gennadievich
RU2713760C1
METHOD FOR CONTROLLING A DIALOGUE AND NATURAL LANGUAGE RECOGNITION SYSTEM IN A PLATFORM OF VIRTUAL ASSISTANTS 2020
  • Ashmanov Stanislav Igorevich
  • Sukhachev Pavel Sergeevich
  • Zorkij Fedor Kirillovich
RU2759090C1
MACHINE TRAINING 2005
  • Uill'Jams Dehvid R.
  • Khill Dzheffri
RU2391791C2
SYSTEM AND METHOD OF DETECTING AN UNWANTED CALL 2020
  • Shvetsov Dmitrij Vladimirovich
  • Yazovskij Daniil Aleksandrovich
  • Vorobev Vitalij Sergeevich
RU2766273C1
USE OF MACHINE LEARNING TECHNIQUES FOR EXTRACTION OF ASSOCIATION RULES IN DATASETS OF PLANTS AND ANIMALS CONTAINING MOLECULAR GENETIC MARKERS ACCOMPANIED BY CLASSIFICATION OR PREDICTION USING FEATURES CREATED BY THESE ASSOCIATION RULES 2010
  • Karaviello Daniel
  • Patel Rinkal
  • Paj Rital
RU2607999C2
IDENTIFICATION OF BLOCKS OF RELATED WORDS IN DOCUMENTS OF COMPLEX STRUCTURE 2019
  • Stanislav Semenov
RU2765884C2

RU 2 643 500 C2

Authors

Wang Pingze

Long Fei

Zhang Tao

Dates

2018-02-01Published

2015-12-16Filed