notesum.ai

Published at November 22

eess.AS

cs.AI

cs.SD

Released Date: November 22, 2024

Authors: Alec Wright¹, Alistair Carson¹, Lauri Juvela²

Aff.: ¹University of Edinburgh; ²Aalto University

Train Set	Test Set	FxNet (Baseline)	Open-Amp KNN (ours)	Open-Amp MLP (ours)
Classifier Accuracy		Model
		FxNet (Baseline)	Open-Amp KNN (ours)	Open-Amp MLP (ours)
Mono Disc.	Mono Disc.	86.3	83.0	89.3
	Mono Cont.	83.1	81.0	86.7
Mono Cont.	Mono Disc.	81.3	76.3	81.2
Mono Cont.	Mono Cont.	90.9	89.3	91.9
Poly Disc.	Poly Disc.	88.4	86.7	89.4
Poly Disc.	Poly Cont.	89.4	85.3	86.5
Poly Cont.	Poly Disc.	84.1	82.7	85.4
Poly Cont.	Poly Cont.	91.4	91.4	93.0
Overall		86.9	84.5	87.9