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Table 3 Classification results with upsampling

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

 

Precision

Recall

F2 Score

BoW

40.4%

41.1%

40.9%

Tf-Idf

41.4%

42.9%

42.5%

N-Gram

43.1%

44.6%

44.3%

All Lexical Features

44.4%

42.9%

43.2%

LDA

58.0%

83.9%

77.0%

Doc2Vec

64.6%

91.1%

84.2%