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The Government of Canada’s terminology and linguistic data bank.
PREDICTIVE MODELING [5 records]
Record 1 - internal organization data 2022-02-04
Record 1, English
Record 1, Subject field(s)
- Management Operations
- Information Processing (Informatics)
Record 1, Main entry term, English
- predictive data
1, record 1, English, predictive%20data
correct, plural
Record 1, Abbreviations, English
Record 1, Synonyms, English
Record 1, Textual support, English
Record number: 1, Textual support number: 1 CONT
Predictive data is the result of predictive analytics, which is used to make predictions about unknown future events. Predictive analytics use techniques from data mining, modeling, machine learning, and artificial intelligence to analyze current data to make predictions about the future. The goal of predictive analytics is to forecast the future as accurately as possible and provide a set of data otherwise unavailable. 2, record 1, English, - predictive%20data
Record 1, French
Record 1, Domaine(s)
- Opérations de la gestion
- Traitement de l'information (Informatique)
Record 1, Main entry term, French
- données prédictives
1, record 1, French, donn%C3%A9es%20pr%C3%A9dictives
correct, feminine noun, plural
Record 1, Abbreviations, French
Record 1, Synonyms, French
Record 1, Textual support, French
Record number: 1, Textual support number: 1 CONT
[...] les industries devront analyser et interpréter de vastes quantités de données en temps réel. Il y aura peu de tolérance aux incidents et aux pertes lorsque des données prédictives seront disponibles pour les prévenir. Des outils comme l'analyse des données massives [...], l'intelligence artificielle et l'apprentissage machine [...] seront nécessaires. 2, record 1, French, - donn%C3%A9es%20pr%C3%A9dictives
Record 1, Spanish
Record 1, Campo(s) temático(s)
- Operaciones de la gestión
- Tratamiento de la información (Informática)
Record 1, Main entry term, Spanish
- datos predictivos
1, record 1, Spanish, datos%20predictivos
correct, masculine noun, plural
Record 1, Abbreviations, Spanish
Record 1, Synonyms, Spanish
Record 1, Textual support, Spanish
Record number: 1, Textual support number: 1 CONT
[...] se puede disponer de información que facilite la toma de decisiones en el día a día y asegurar la capacidad de respuesta ante situaciones futuras gracias a los datos predictivos. 2, record 1, Spanish, - datos%20predictivos
Record 2 - internal organization data 2019-07-10
Record 2, English
Record 2, Subject field(s)
- Computer Programs and Programming
- Artificial Intelligence
Record 2, Main entry term, English
- decision tree learning
1, record 2, English, decision%20tree%20learning
correct
Record 2, Abbreviations, English
Record 2, Synonyms, English
Record 2, Textual support, English
Record number: 2, Textual support number: 1 CONT
In computer science, decision tree learning uses a decision tree(as a predictive model) to go from observations about an item(represented in the branches) to conclusions about the item's target value(represented in the leaves). It is one of the predictive modeling approaches used in statistics, data mining and machine learning. 1, record 2, English, - decision%20tree%20learning
Record 2, French
Record 2, Domaine(s)
- Programmes et programmation (Informatique)
- Intelligence artificielle
Record 2, Main entry term, French
- apprentissage par arbre de décision
1, record 2, French, apprentissage%20par%20arbre%20de%20d%C3%A9cision
correct, masculine noun
Record 2, Abbreviations, French
Record 2, Synonyms, French
Record 2, Textual support, French
Record number: 2, Textual support number: 1 CONT
L'apprentissage par arbre de décision se situe dans le cadre de l'apprentissage supervisé, où la classe de chaque objet dans la base est donnée. Le but est de construire un modèle à partir d'un ensemble d'exemples associés aux classes pour trouver une description pour chaque classe à partir des propriétés communes entre les exemples. 1, record 2, French, - apprentissage%20par%20arbre%20de%20d%C3%A9cision
Record 2, Spanish
Record 2, Textual support, Spanish
Record 3 - internal organization data 2018-04-18
Record 3, English
Record 3, Subject field(s)
- Statistical Methods
- Computer Mathematics
Record 3, Main entry term, English
- predictive modelling
1, record 3, English, predictive%20modelling
correct
Record 3, Abbreviations, English
Record 3, Synonyms, English
- predictive modeling 2, record 3, English, predictive%20modeling
correct
Record 3, Textual support, English
Record number: 3, Textual support number: 1 CONT
Predictive modelling is a very important technique for managers as well as management students who can all apply it very effectively to their marketing strategies. 3, record 3, English, - predictive%20modelling
Record 3, French
Record 3, Domaine(s)
- Méthodes statistiques
- Mathématiques informatiques
Record 3, Main entry term, French
- modélisation prédictive
1, record 3, French, mod%C3%A9lisation%20pr%C3%A9dictive
correct, feminine noun
Record 3, Abbreviations, French
Record 3, Synonyms, French
Record 3, Textual support, French
Record number: 3, Textual support number: 1 CONT
Longtemps considérée comme complexe et à la portée de quelques érudits, la modélisation prédictive est aujourd'hui très simple d'accès : en quelques clics de souris, un utilisateur peut construire et appliquer son premier modèle de prédiction. 2, record 3, French, - mod%C3%A9lisation%20pr%C3%A9dictive
Record 3, Spanish
Record 3, Campo(s) temático(s)
- Métodos estadísticos
- Matemáticas para computación
Record 3, Main entry term, Spanish
- modelización predictiva
1, record 3, Spanish, modelizaci%C3%B3n%20predictiva
correct, feminine noun
Record 3, Abbreviations, Spanish
Record 3, Synonyms, Spanish
Record 3, Textual support, Spanish
Record 4 - internal organization data 2012-03-15
Record 4, English
Record 4, Subject field(s)
- Statistical Methods
Record 4, Main entry term, English
- advanced analytics
1, record 4, English, advanced%20analytics
correct
Record 4, Abbreviations, English
Record 4, Synonyms, English
Record 4, Textual support, English
Record number: 4, Textual support number: 1 DEF
A solution that supports the identification of meaningful patterns and correlations among variables in complex, structured and unstructured, historical and potential future data sets for the purposes of predicting future events and assessing the attractiveness of various courses of action. 1, record 4, English, - advanced%20analytics
Record number: 4, Textual support number: 1 CONT
Advanced analytics typically incorporate such functionality as data mining, descriptive modeling, econometrics, forecasting, operations research, optimization, predictive modeling, simulation, statistics, and text analytics. 1, record 4, English, - advanced%20analytics
Record 4, French
Record 4, Domaine(s)
- Méthodes statistiques
Record 4, Main entry term, French
- analytique avancée
1, record 4, French, analytique%20avanc%C3%A9e
correct, feminine noun
Record 4, Abbreviations, French
Record 4, Synonyms, French
Record 4, Textual support, French
Record number: 4, Textual support number: 1 DEF
Solution qui permet l'identification de modèles et de corrélations importants parmi les variables qui se trouvent dans des ensembles de données complexes, structurés ou non, historiques ou futurs, afin de prédire des événements et d'évaluer les différents plans d'action. 2, record 4, French, - analytique%20avanc%C3%A9e
Record 4, Spanish
Record 4, Textual support, Spanish
Record 5 - internal organization data 2011-10-21
Record 5, English
Record 5, Subject field(s)
- Biological Sciences
Record 5, Main entry term, English
- amino acid substitution
1, record 5, English, amino%20acid%20substitution
correct
Record 5, Abbreviations, English
Record 5, Synonyms, English
- amino acid replacement 2, record 5, English, amino%20acid%20replacement
correct
Record 5, Textual support, English
Record number: 5, Textual support number: 1 CONT
The tools of contemporary molecular biology generate a bewildering prospect in that an astronomical number of single amino acid replacements can be generated in even a small enzyme containing only about 100 amino acid residues... Oligodeoxynucleotide-directed mutagenesis allows the systematic replacement of every single amino acid residue in a protein in turn... Since only a small subset of possible mutant proteins can be examined in the design and production of engineered proteins, target proteins must be carefully considered, and research must be guided by tools such as X-ray crystallography and molecular modeling. Clearly, however, the predictive power of X-ray diffraction techniques and molecular modeling will be much greater for some amino acid substitutions than for others. Mechanism-based inactivation of enzymes will be easy to predict given a known mechanism of action for an enzyme. 3, record 5, English, - amino%20acid%20substitution
Record 5, French
Record 5, Domaine(s)
- Sciences biologiques
Record 5, Main entry term, French
- substitution d'acide aminé
1, record 5, French, substitution%20d%27acide%20amin%C3%A9
correct, feminine noun
Record 5, Abbreviations, French
Record 5, Synonyms, French
Record 5, Textual support, French
Record number: 5, Textual support number: 1 CONT
L'ingénierie des protéines est l'ensemble des techniques qui permettent, si possible à partir de la connaissance de la structure tridimensionnelle des protéines, de fabriquer des protéines "sur mesure" entièrement nouvelles ou de remodeler d'une manière rationnelle et spécifique la structure des protéines naturelles afin d'améliorer leur fonction et rentabiliser ainsi leur emploi dans la technologie des aliments, ou les industries pharmaceutique et agrochimique. On peut, par exemple, modifier la stabilité thermique, la spécificité, l'activité, ou déplacer le pH optimum des enzymes. Au sens strict, la modification de la structure moléculaire (obtenue par substitutions d'acides aminés) se fait grâce aux modifications correspondantes au niveau des gènes par mutagénèse dirigée. Il faut souligner cependant que des protéines améliorées peuvent être obtenues également par la modification chimique des résidus d'acides aminés accessibles. 1, record 5, French, - substitution%20d%27acide%20amin%C3%A9
Record 5, Spanish
Record 5, Textual support, Spanish
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