Table 2 Performance of remedying procedures on the 17 incorrect diagnoses.

From: Precise diagnosis of three top cancers using dbGaP data

A

Instance no.

True status

\({\texttt {NBC}_{\texttt {634}}^{\texttt {(1)}}}\)

\({\texttt {NBC}_{\texttt {634}}^{\texttt {(2)}}}\)

Conclusion

B

Instance no.

True status

\({\texttt {NBC}_{\texttt {634}}^{\texttt {(2)}}}\)

\({\texttt {NBC}_{\texttt {634}}^{\texttt {(1)}}}\)

Conclusion

No error

    

29

Case

0.4896

0.6215

Corrected

C

Instance no.

True status

\({\texttt {NBC}_{\texttt {753}}^{\texttt {(1)}}}\)

\({\texttt {NBC}_{\texttt {753}}^{\texttt {(2)}}}\)

Conclusion

D

Instance no.

True status

\({\texttt {NBC}_{\texttt {753}}^{\texttt {(2)}}}\)

\({\texttt {NBC}_{\texttt {753}}^{\texttt {(1)}}}\)

Conclusion

318  

Control

0.5171

0.1060

Corrected

414

Control

0.5379

0.1386

Corrected

1291

Case

0.4465

0.6449

Corrected

E

Instance no.

True status

\({\texttt {NBC}_{\texttt {147}}^{\texttt {(1)}}}\)

\({\texttt {NBC}_{\texttt {147}}^{\texttt {(2)}}}\)

Conclusion

F

Instance no.

True status

\({\texttt {NBC}_{\texttt {147}}^{\texttt {(2)}}}\)

\({\texttt {NBC}_{\texttt {147}}^{\texttt {(1)}}}\)

Conclusion

1444

Case

0.4680

0.8689

Corrected

1356

Control

0.5486

0.0765

Corrected

1724

Control

0.6190

0.0276

Corrected

1982

Case

0.4549

0.7723

Corrected

2153

Case

0.4633

0.9114

Corrected

G

Instance no.

True status

\({\texttt {NBC}_{\texttt {517}}^{\texttt {(1)}}}\)

\({\texttt {NBC}_{\texttt {517}}^{\texttt {(2)}}}\)

Conclusion

H

Instance no.

True status

\({\texttt {NBC}_{\texttt {517}}^{\texttt {(2)}}}\)

\({\texttt {NBC}_{\texttt {517}}^{\texttt {(1)}}}\)

Conclusion

1354

Case

0.3288

0.5652

Corrected

581

Case

0.4947

0.8736

Corrected

I

Instance no.

True status

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(1)}}}\)

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(2)}}}\)

Conclusion

J

Instance no.

True status

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(2)}}}\)

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(1)}}}\)

Conclusion

1114

Case

0.4706

0.9645

Corrected

109

Control

0.5658

0.1494

Corrected

K

Instance no.

True status

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(1)}}}\)

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(2)}}}\)

Conclusion

L

Instance no.

True status

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(2)}}}\)

\({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(1)}}}\)

Conclusion

1006

Control

0.5111

0.1906

Corrected

1107

Case

0.4596

0.7027

Corrected

1079

Case

0.3978

0.9797

Corrected

2141

Case

0.4224

0.9866

Corrected

  1. (A) Use \({\texttt {NBC}_{\texttt {634}}^{\texttt {(2)}}}\) to remedy \({\texttt {NBC}_{\texttt {634}}^{\texttt {(1)}}}\). (B) Use \({\texttt {NBC}_{\texttt {634}}^{\texttt {(1)}}}\) to remedy \({\texttt {NBC}_{\texttt {634}}^{\texttt {(2)}}}\). (C) Use \({\texttt {NBC}_{\texttt {753}}^{\texttt {(2)}}}\) to remedy \({\texttt {NBC}_{\texttt {753}}^{\texttt {(1)}}}\). (D) Use \({\texttt {NBC}_{\texttt {753}}^{\texttt {(1)}}}\) to remedy \({\texttt {NBC}_{\texttt {753}}^{\texttt {(2)}}}\). (E) Use \({\texttt {NBC}_{\texttt {147}}^{\texttt {(2)}}}\) to remedy \({\texttt {NBC}_{\texttt {147}}^{\texttt {(1)}}}\). (F) Use \({\texttt {NBC}_{\texttt {147}}^{\texttt {(1)}}}\) to remedy \({\texttt {NBC}_{\texttt {147}}^{\texttt {(2)}}}\). (G) Use \({\texttt {NBC}_{\texttt {517}}^{\texttt {(2)}}}\) to remedy \({\texttt {NBC}_{\texttt {517}}^{\texttt {(1)}}}\). (H) Use \({\texttt {NBC}_{\texttt {517}}^{\texttt {(1)}}}\) to remedy \({\texttt {NBC}_{\texttt {517}}^{\texttt {(2)}}}\). (I) Use \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(2)}}}\) to remedy \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(1)}}}\). (J) Use \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(1)}}}\) to remedy \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {JL}}^{\texttt {(2)}}}\). (K) Use \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(2)}}}\) to remedy \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(1)}}}\). (L) Use \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(1)}}}\) to remedy \({\texttt {NBC}_{\texttt {306}\hbox {-}{} \texttt {AA}}^{\texttt {(2)}}}\).
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