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Table 3 The comparison of Precision error rates between the training and validation dataset of TUO

From: Diagnosis prediction of tumours of unknown origin using ImmunoGenius, a machine learning-based expert system for immunohistochemistry profile interpretation

Precision diagnosis

Training data

Validation data

Test data

Total

No.

%

No.

%

No.

%

No.

%

Accurate results

441

78.5%

298

78.0%

146

89%

885

79.9%

Error results

121

21.5%

84

22.0%

18

11%

223

20.1%

Total

562

100.0%

382

100.0%

164

100%

1108

100.0%

  1. Abbreviations: TUO Tumor of unknown origin