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age classification model  (Reddit Inc)

 
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    Structured Review

    Reddit Inc age classification model
    Number of manually labeled <t> Reddit </t> posts by <t> age </t> category (December 2019).
    Age Classification Model, supplied by Reddit Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/age+classification+model/pmc08087286-245-14-14?v=Reddit+Inc
    Average 90 stars, based on 1 article reviews
    age classification model - by Bioz Stars, 2026-06
    90/100 stars

    Images

    1) Product Images from "Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation"

    Article Title: Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation

    Journal: JMIR Public Health and Surveillance

    doi: 10.2196/25807

    Number of manually labeled Reddit posts by age category (December 2019).
    Figure Legend Snippet: Number of manually labeled Reddit posts by age category (December 2019).

    Techniques Used: Labeling

    Variables for modeling age of Reddit users in the training set derived from the comment, post, and user data collected for users whose ages were confirmed by manual labeling.
    Figure Legend Snippet: Variables for modeling age of Reddit users in the training set derived from the comment, post, and user data collected for users whose ages were confirmed by manual labeling.

    Techniques Used: Derivative Assay, Labeling

    Classifier performance for predicting manually labeled age of Reddit users based on the full derived variable set.
    Figure Legend Snippet: Classifier performance for predicting manually labeled age of Reddit users based on the full derived variable set.

    Techniques Used: Labeling, Derivative Assay, Plasmid Preparation

    Model performance on the test set for predicting age group of Reddit users using gradient boosted trees classifier with all features vs select features.
    Figure Legend Snippet: Model performance on the test set for predicting age group of Reddit users using gradient boosted trees classifier with all features vs select features.

    Techniques Used:

    Permutation feature importance scores for top variables in the reduced model for predicting age of Reddit users.
    Figure Legend Snippet: Permutation feature importance scores for top variables in the reduced model for predicting age of Reddit users.

    Techniques Used:



    Similar Products

    age classification model  (Reddit Inc)
    90
    Reddit Inc age classification model
    Number of manually labeled <t> Reddit </t> posts by <t> age </t> category (December 2019).
    Age Classification Model, supplied by Reddit Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/age+classification+model/pmc08087286-245-14-14?v=Reddit+Inc
    Average 90 stars, based on 1 article reviews
    age classification model - by Bioz Stars, 2026-06
    90/100 stars
    		  Buy from Supplier

    Image Search Results


    Number of manually labeled Reddit posts by age category (December 2019).

    Journal: JMIR Public Health and Surveillance

    Article Title: Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation

    doi: 10.2196/25807

    Figure Lengend Snippet: Number of manually labeled Reddit posts by age category (December 2019).

    Article Snippet: This model is both interpretable and has competitive predictive performance when compared with previous Reddit age classification results in the literature.

    Techniques: Labeling

    Variables for modeling age of Reddit users in the training set derived from the comment, post, and user data collected for users whose ages were confirmed by manual labeling.

    Journal: JMIR Public Health and Surveillance

    Article Title: Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation

    doi: 10.2196/25807

    Figure Lengend Snippet: Variables for modeling age of Reddit users in the training set derived from the comment, post, and user data collected for users whose ages were confirmed by manual labeling.

    Article Snippet: This model is both interpretable and has competitive predictive performance when compared with previous Reddit age classification results in the literature.

    Techniques: Derivative Assay, Labeling

    Classifier performance for predicting manually labeled age of Reddit users based on the full derived variable set.

    Journal: JMIR Public Health and Surveillance

    Article Title: Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation

    doi: 10.2196/25807

    Figure Lengend Snippet: Classifier performance for predicting manually labeled age of Reddit users based on the full derived variable set.

    Article Snippet: This model is both interpretable and has competitive predictive performance when compared with previous Reddit age classification results in the literature.

    Techniques: Labeling, Derivative Assay, Plasmid Preparation

    Model performance on the test set for predicting age group of Reddit users using gradient boosted trees classifier with all features vs select features.

    Journal: JMIR Public Health and Surveillance

    Article Title: Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation

    doi: 10.2196/25807

    Figure Lengend Snippet: Model performance on the test set for predicting age group of Reddit users using gradient boosted trees classifier with all features vs select features.

    Article Snippet: This model is both interpretable and has competitive predictive performance when compared with previous Reddit age classification results in the literature.

    Techniques:

    Permutation feature importance scores for top variables in the reduced model for predicting age of Reddit users.

    Journal: JMIR Public Health and Surveillance

    Article Title: Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation

    doi: 10.2196/25807

    Figure Lengend Snippet: Permutation feature importance scores for top variables in the reduced model for predicting age of Reddit users.

    Article Snippet: This model is both interpretable and has competitive predictive performance when compared with previous Reddit age classification results in the literature.

    Techniques: