BMC Medical Research Methodology

Table 2 The value of prediction features, including Accuracy, MSE, Specificity, Precision, and Recall were summarized for the novel method using the best cutoff and standard method using the probability threshold 0.5 to segment the patients

From: Segmentation of patients with small cell lung cancer into responders and non-responders using the optimal cross-validation technique

Method	Dataset	Accuracy	MSE	Specificity	Persicion	Recall
Novel	NCT02499770	0.717	0.283	0.815	0.729	0.717
Novel	NCT02514447	0.100	0.000	0.100	0.100	0.100
Novel	NCT02499770	0.688	0.312	0.715	0.680	0.688
Standard	NCT02499770	0.688	0.312	0.715	0.680	0.688
Standard	NCT02514447	0.910	0.090	0.886	0.910	0.910
Standard	NCT03041311	0.849	0.151	0.877	0.847	0.849

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ISSN: 1471-2288

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