BMC Medical Informatics and Decision Making

Table 5 Accuracy in predicting latent needs by SVM

From: Extracting the latent needs of dementia patients and caregivers from transcribed interviews in japanese: an initial assessment of the availability of morpheme selection as input data with Z-scores in machine learning

Position	Standard Measures	Z-score
Position	Standard Measures	Yes	No
Caregivers	Accuracy	0.77	0.79
	Precision	0.77	0.82
	Recall	0.77	0.73
	F-measure	0.77	0.77
	TN	79	87
	FP	24	16
	FN	24	28
	TP	79	75
Patients	Accuracy	0.82	0.82
	Precision	0.83	0.93
	Recall	0.79	0.68
	F-measure	0.81	0.79
	TN	16	18
	FP	3	1
	FN	4	6
	TP	15	13

TN True Negative, FP False Positive, FN False Negative, TP True Positive

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ISSN: 1472-6947

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