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Table 2 Classification results without upsampling

From: Autism spectrum disorder detection from semi-structured and unstructured medical data

 

Precision

Recall

F2 Score

BoW

33.2%

34.3%

34.1%

Tf-Idf

34.9%

36.7%

36.3%

N-Gram

36.7%

38.4%

38.1%

All Lexical Features

37.5%

46.2%

44.2%

LDA

39.7%

52.4%

49.2%

Doc2Vec

47.2%

64.4%

60.0%