A Simple Approach to Classify Fictional and Non-Fictional Genres

WS 2019 Mohammed Rameez QureshiSidharth RanjanRajakrishnan RajkumarKushal Shah

In this work, we deploy a logistic regression classifier to ascertain whether a given document belongs to the fiction or non-fiction genre. For genre identification, previous work had proposed three classes of features, viz., low-level (character-level and token counts), high-level (lexical and syntactic information) and derived features (type-token ratio, average word length or average sentence length)... (read more)

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