Table 11 Statistical significance analysis of classical and proposed approaches.

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

Classical vs proposed

T-statistics

P-value

Null hypothesis \({H_{\text {o}}}\)

SVM Vs LGR

− 9.0

0.00

Rejected

DT Vs LGR

− 13.0

0.0

Rejected

KNC Vs LGR

− 13.0

1.27

Rejected

LR Vs LGR

-inf

0.0

Rejected

LSTM Vs LGR

− inf

0.0

Rejected

GRU Vs LGR

-inf

0.0

Rejected

RNN Vs LGR

− inf

0.0

Rejected