notesum.ai

Published at October 18

cs.LG

cs.CE

quant-ph

Released Date: October 18, 2024

Authors: Ravil Mussabayev, Rustam Mussabayev¹

Aff.: ¹Satbayev University

Dataset	BigVNSClust				Big-means
Dataset	#Succ	Min	Median	Max	#Succ	Min	Median	Max
CORD-19 Embeddings	4/7	0.04	0.12	0.26	3/7	0.06	0.27	0.44
HEPMASS	5/7	0.07	0.14	0.26	2/7	0.09	0.27	1.05
US Census Data 1990	7/7	0.4	1.39	2.76	0/7	0.89	3.17	33.23
Gisette	2/7	-0.44	-0.36	-0.25	5/7	-0.44	-0.38	-0.15
Music Analysis	4/7	0.34	0.91	2.23	3/7	0.32	1.16	7.48
Protein Homology	4/7	0.38	0.83	1.97	3/7	0.14	0.87	5.31
MiniBooNE Particle Identification	5/7	-0.08	0.06	3.07	2/7	-0.02	0.63	22.53
MiniBooNE Particle Identification (normalized)	3/7	0.28	0.68	1.57	4/7	0.16	0.54	3.23
MFCCs for Speech Emotion Recognition	5/7	0.15	0.42	0.96	2/7	0.19	0.87	1.43
ISOLET	5/7	-0.02	0.29	0.89	2/7	0.19	0.61	1.66
Sensorless Drive Diagnosis	7/7	-0.4	0.15	13.07	0/7	-0.43	3.68	40.41
Sensorless Drive Diagnosis (normalized)	6/7	0.45	1.8	4.92	1/7	0.64	2.39	7.9
Online News Popularity	6/7	0.57	1.78	6.42	1/7	0.95	2.97	22.41
Gas Sensor Array Drift	7/7	-0.04	0.74	3.83	0/7	0.15	3.23	9.6
3D Road Network	2/7	0.04	0.39	1.7	5/7	0.05	0.42	1.21
Skin Segmentation	6/7	0.21	1.93	7.02	1/7	0.25	3.56	10.32
KEGG Metabolic Relation Network (Directed)	5/7	-0.38	0.35	3.13	2/7	-0.37	2.2	32.84
Shuttle Control	8/8	-0.75	0.08	6.07	0/8	0.11	5.59	32.58
Shuttle Control (normalized)	6/8	1.15	3.15	8.1	2/8	1.16	2.78	16.0
EEG Eye State	8/8	-0.02	0.01	68938.59	0/8	0.54	2.64	7.02
EEG Eye State (normalized)	8/8	-0.06	-0.03	5.34	0/8	-0.06	8.74	36.58
Pla85900	4/7	0.1	0.31	0.93	3/7	0.08	0.43	1.44
D15112	5/7	0.1	0.25	0.75	2/7	0.11	0.52	4.33
Overall Results	122/165	0.09	0.67	3000.59	43/165	0.21	2.05	12.99