Table 3 Open in new tab Prediction... | Oxford Academic

Table 3

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Prediction performance for gender based on gut microbiome of Malawian twins

	Lasso	ENet	RF	Ph-CNN	CNN	NN	MDeep
Sensitivity	0.802	0.812	0.8504	0.8315	0.8153	0.8274	0.8227
Specificity	0.7352	0.7468	0.7315	0.6919	0.802	0.8001	0.8263
Accuracy	0.7695	0.7804	0.7915	0.7641	0.8086	0.8136	0.8235
Precision	0.7667	0.7775	0.7743	0.7701	0.8165	0.8173	0.8364
MCC	0.5384	0.5604	0.5864	0.6263	0.6166	0.6271	0.6475
F1 score	0.7827	0.7931	0.8088	0.7901	0.815	0.8212	0.8284

	Lasso	ENet	RF	Ph-CNN	CNN	NN	MDeep
Sensitivity	0.802	0.812	0.8504	0.8315	0.8153	0.8274	0.8227
Specificity	0.7352	0.7468	0.7315	0.6919	0.802	0.8001	0.8263
Accuracy	0.7695	0.7804	0.7915	0.7641	0.8086	0.8136	0.8235
Precision	0.7667	0.7775	0.7743	0.7701	0.8165	0.8173	0.8364
MCC	0.5384	0.5604	0.5864	0.6263	0.6166	0.6271	0.6475
F1 score	0.7827	0.7931	0.8088	0.7901	0.815	0.8212	0.8284

Top performed method in each metric is bold.

Table 3

Open in new tab

Prediction performance for gender based on gut microbiome of Malawian twins

	Lasso	ENet	RF	Ph-CNN	CNN	NN	MDeep
Sensitivity	0.802	0.812	0.8504	0.8315	0.8153	0.8274	0.8227
Specificity	0.7352	0.7468	0.7315	0.6919	0.802	0.8001	0.8263
Accuracy	0.7695	0.7804	0.7915	0.7641	0.8086	0.8136	0.8235
Precision	0.7667	0.7775	0.7743	0.7701	0.8165	0.8173	0.8364
MCC	0.5384	0.5604	0.5864	0.6263	0.6166	0.6271	0.6475
F1 score	0.7827	0.7931	0.8088	0.7901	0.815	0.8212	0.8284

	Lasso	ENet	RF	Ph-CNN	CNN	NN	MDeep
Sensitivity	0.802	0.812	0.8504	0.8315	0.8153	0.8274	0.8227
Specificity	0.7352	0.7468	0.7315	0.6919	0.802	0.8001	0.8263
Accuracy	0.7695	0.7804	0.7915	0.7641	0.8086	0.8136	0.8235
Precision	0.7667	0.7775	0.7743	0.7701	0.8165	0.8173	0.8364
MCC	0.5384	0.5604	0.5864	0.6263	0.6166	0.6271	0.6475
F1 score	0.7827	0.7931	0.8088	0.7901	0.815	0.8212	0.8284

Top performed method in each metric is bold.