Table 6 Analysis of computational time for datasets 1 and 2.

From: Automated detection of Parkinson’s disease using improved linknet-ghostnet model based on handwriting images

Methods

Dataset 1

Dataset 2

Computational Time (s)

Computational Time (s)

XGBoost

105.680

103.587

LSTM-CNN

128.650

125.650

LinkNet

107.111

106.452

GhostNet

74.134

73.658

GoogleNet

88.958

85.649

AlexNet

85.521

83.652

EfficientNet

84.165

86.568

CNN

96.555

97.688

Ensemble

101.466

102.697

ILN-GNet

63.748

62.355

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