Journal of Big Data

Table 4 Confusion matrix of transaction categorization multiclass classification

From: Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach

		True values
		0	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15
Predicted values	Assets	566	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	Banking Expense	0	245	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	Insurance	0	0	1325	0	0	0	1	0	0	0	0	0	0	0	0	0
	Motor Vehicles Running Cost	0	0	0	1256	0	0	0	0	0	0	0	0	0	0	0	0
	Offices	0	0	0	0	15321	0	59	0	0	7	0	0	0	57	0	0
	Payroll Benefits in KInd	0	0	0	0	0	958	1	0	0	0	0	0	0	0	0	0
	Professional Fees	0	0	0	0	0	0	31121	0	0	4	0	0	0	260	0	0
	Rent Lease	0	0	0	0	0	0	0	680	0	0	0	0	0	12	0	0
	Repairs Maintenance	0	0	0	0	0	0	0	0	53	53	0	0	0	0	0	0
	Selling and distribution	0	0	0	0	2	0	1	1	0	39751	0	0	0	1061	0	1
	Subscriptions Donations	0	0	0	0	0	0	0	0	0	0	734	0	0	23	0	0
	Supplier	0	0	0	0	0	0	0	0	0	0	0	1365	0	2	0	0
	Taxes	0	0	0	0	0	0	8	0	0	0	0	5	0	1	0	0
	Transfer	0	0	0	0	0	92	0	0	1	5	0	0	0	41177	0	34
	Utilities	0	0	0	0	0	0	0	0	0	0	0	0	0	5	0	0
	Uncategorized	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	10124

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