Table IV Comparative results of the...

Table IV

Comparative results of the effectiveness of machine learning algorithms on the data set using process mining features and mean ranks of classifiers from highest (1) to lowest (N)

Data set	LR	RF	NB	K.NN
Week-1	0.831	0.817	0.829	0.816
Week-2	0.831	0.833	0.861	0.796
Week-3	0.842	0.852	0.872	0.808
Week-4	0.87	0.845	0.871	0.825
Week-5	0.878	0.892	0.878	0.844
Week-6	0.854	0.889	0.88	0.835
Week-7	0.865	0.868	0.879	0.828
Week-8	0.879	0.886	0.89	0.848
Rank(mean)	2.56	2.0	1.43	4

Data set	LR	RF	NB	K.NN
Week-1	0.831	0.817	0.829	0.816
Week-2	0.831	0.833	0.861	0.796
Week-3	0.842	0.852	0.872	0.808
Week-4	0.87	0.845	0.871	0.825
Week-5	0.878	0.892	0.878	0.844
Week-6	0.854	0.889	0.88	0.835
Week-7	0.865	0.868	0.879	0.828
Week-8	0.879	0.886	0.89	0.848
Rank(mean)	2.56	2.0	1.43	4

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