Journal of Big Data

Table 3 Results of the DNA sequence Classification Algorithms and Time Complexity

From: Optimizing classification efficiency with machine learning techniques for pattern matching

	Algorithms	Accuracy	Precision	ROC_AUC	Recall	F1 score	Execution time
1	KNN	0.778	0.62	0.701	0.65	0.79	14.448
2	Decision Tree	0.815	0.92	0.891	0.71	0.8	13.271
3	Random Forest	0.609	0.67	0.623	0.47	0.55	12.983
4	Naive Bayes	0.838	0.83	0.855	0.88	0.94	12.606
5	SVM RBF	0.925	0.83	0.937	0.88	0.94	13.173
6	SVM Sigmoid	0.925	0.83	0.952	0.88	0.94	14.189
7	SVM Linear	0.963	0.91	0.963	0.94	0.97	10.059

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