Table 9 Comparison of ML models using k-fold cross-validation with different features.

From: Sentiment analysis for deepfake X posts using novel transfer learning based word embedding and hybrid LGR approach

Technique

Accuracy

K-Fold

Bow

TF-IDF

Transfer feature

   

Std. dev. (±)

Std. dev. (±)

Std. dev. (±)

SVM

0.48

10

0.0080

0.0490

0.0019

DT

0.80

10

0.0044

0.0034

0.0022

KNC

0.65

10

0.0053

0.0034

0.0022

LR

0.81

10

0.0029

0.0036

0.0013

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