BMC Medical Imaging

Table 16 Tenfold evaluation of LSTM (RNN) model

From: WBC image classification and generative models based on convolutional neural network

	NE. (%)	EO. (%)	BA. (%)	LY. (%)	MO. (%)
Fold-0	92	88	55	94	90
Fold-1	86	81	55	88	92
Fold-2	86	85	55	90	87
Fold-3	90	93	71	94	92
Fold-4	94	93	73	96	91
Fold-5	92	88	50	94	91
Fold-6	89	93	65	93	86
Fold-7	88	92	56	94	89
Fold-8	81	84	40	94	92
Fold-9	89	84	51	95	90
Avr. Acc.	89	88	57	93	90

The average accuracy for five classes is 83%

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ISSN: 1471-2342

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