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Table 3 Performance metrics and their desired outcome

From: Detection of leukocoria using a soft fusion of expert classifiers under non-clinical settings

Metric

Interval or domain

Desired

RMSE

R +

The smallest value.

NRMSE

R +

The smallest value.

|μ ε |

R +

The smallest value.

σ ε

R +

The smallest value.

ACC

[0,1]

One.

TPR

[0,1]

One.

FPR

[0,1]

Zero.

SPC

[0,1]

One.

PPV

[0,1]

One.

NPV

[0,1]

One.

FDR

[0,1]

Zero.

MCC

[-1,1]

One.

F 1-Score

[0,1]

One.

BER

[0,1]

Zero.

AUC

[0,1]

One.

κ

[0,1]

One.