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Table 2 LDA classification using 27 top genes

From: Can gene expression profiling predict survival for patients with squamous cell carcinoma of the lung?

Sample LD score Class Prediction Probability Correct?
48521 -0.52 1 1 0.75 Yes
48536 -0.94 1 1 0.87 Yes
41923 -0.26 1 1 0.63 Yes
48549 -0.52 1 1 0.74 Yes
44680 -2.9 1 1 1 Yes
42613 1.0 2 2 0.89 Yes
76981 0.52 2 2 0.75 Yes
44661 2.08 2 2 0.99 Yes
86043 -0.19 2 1 0.59 No
86011 1.71 2 2 0.97 Yes
42616 0.12 ? 2 0.56 No
48556 0.05 ? 2 0.52 No
41932 -0.88 ? 1 0.86 Yes
42081 -0.52 ? 1 0.75 Yes
44656 -0.08 ? 1 0.54 Yes
  1. LD score: Linear discrimination function calculated value for a given sample; Class: a sample's membership to the low aggressive group (1) or high aggressive group (2), "?" is a test sample whose membership is not known for the procedure and needs to be predicted. Prediction: predicted sample membership. Probability: probability of a sample belonging to a given class based on the classifiers. "Correct?": Whether the prediction is correct compared to the true class of a sample.