The Application of Differing Machine Learning Algorithms and Their Related Performance in Detecting Skin Cancers and Melanomas

Table 6

Execution time comparison for machine learning algorithms.

Algorithm	Time taken for training (s)	Time taken for classification (s)
SVM	493.871434	0.154563
Naïve Bayes	0.453653	0.140434
Random forest with 2 trees	0.6941016	0.081072
Random forest with 5 trees	1.056321	0.126287
Random forest with 10 trees	1.520123	0.186565
Random forest with 20 trees	2.312458	0.349988
Random forest with 50 trees	4.965323	0.788574
CNN	6.358789	0.047896
KNN with k = 2	0	0.065487
KNN with k = 3	0	0.210213