notesum.ai

Published at October 21

Quantum Convolutional Neural Network: A Hybrid Quantum-Classical Approach for Iris Dataset Classification

cs.CL

cs.AI

Released Date: October 21, 2024

Authors: S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin¹, Afrida Afaf¹, Debojit Bhattacharjee¹

Aff.: ¹BRAC University, Dhaka, Bangladesh

Arxiv: https://arxiv.org/abs/2410.16344v1

Refer to caption

Epoch	Test Loss	Accuracy (%)
1	0.0348	70.00
2	0.0331	80.00
3	0.0311	90.00
4	0.0288	90.00
5	0.0263	93.33
6	0.0238	93.33
7	0.0214	93.33
8	0.0191	90.00
9	0.0172	90.00
10	0.0154	93.33
11	0.0138	93.33
12	0.0123	96.67
13	0.0108	96.67
14	0.0095	96.67
15	0.0085	96.67
16	0.0077	100.00
17	0.0069	100.00
18	0.0063	100.00
19	0.0058	100.00
20	0.0053	100.00