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Table 1 Accuracy values of different machine learning classifiers

From: Texture analysis to differentiate anterior cruciate ligament in patients after surgery with platelet-rich plasma

 

AUC

Accuracy

F1

Precision

Sensitivity

NB

91.7

83.3

83.3

83.3

83.3

LR

94.4

75.0

73.3

83.3

75.0

SGD

75.0

75.0

73.3

83.3

75.0

  1. AUC area under ROC curve, F1 F1 score, accuracy, precision, and sensitivity. NB naïve Bayes, LR logistic regression, SGD stochastic gradient descent
  2. Values are presented as percentages