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Table 11 Root Mean Squire and Accuracy on Validation Data

From: Machine learning-based mathematical modelling for prediction of social media consumer behavior using big data analytics

S.No.

Models

Root mean square error

Accuracy on validation data

1

LR

156556.45293730905

0.022388308037899925

2

DTR

20691.78703623191

0.9829226515205226

3

RFR

25373.003231378854

0.9743215863591789

4

ETR

21133.91540130951

0.982185059749982

5

ABR

35891.80415270158

0.9486175250138749

6

XGB

29863.671852777836

0.9644277897507563

7

BR

23921.588532478676

0.9771753318099993