datasets_names.csv

Dataset Name,Variation,Synthetic/Real,No. of records,features,No. of cluster
arrhythmia_RL,UCI,Real,452,279,16
Balance_Scale_RL,UCI,Real,625,4,3
Breast tissue_RL,UCI,Real,106,9,6
Breast Wisconsin_RL,UCI,Real,699,9,2
dermatology_RL,UCI,Real,366,34,6
Ecoli_RL,UCI,Real,336,7,8
German_RL,UCI,Real,1000,20,2
glass_RL,UCI,Real,214,9,6
Haberman,UCI,Real,306,3,2
Ionosphere,UCI,Real,351,34,2
ISOLET,UCI,Real,7797,617,26
Letter_RL,UCI,Real,2000,16,26
Movement libras,UCI,Real,360,90,15
Musk,UCI,Real,476,166,2
Parkinsons,UCI,Real,195,22,2
pendigits_RL,UCI,Real,10992,16,10
segment_RL,UCI,Real,2310,19,7
Sonar_RL,UCI,Real,208,60,2
Spectf,UCI,Real,267,44,2
Statlog,UCI,Real,6435,35,7
TAE,UCI,Real,151,5,3
THy,UCI,Real,214,5,3
Transfusion,UCI,Real,748,4,2
Vehicle_RL,UCI,Real,846,18,4
Vertebral_RL,UCI,Real,310,6,2
vowel_RL,UCI,Real,990,10,11
wine_RL,UCI,Real,178,13,3
Winequality red,UCI,Real,1599,11,6
Yeast,UCI,Real,1448,8,10
zoo_RL,UCI,Real,101,17,7
dense-disk-3000,dense datasets,Synthetic,3000,2,2
dense-disk-5000,dense datasets,Synthetic,5000,2,2
dim032,dimensionality,Synthetic,1024,32,16
dim064,dimensionality,Synthetic,1024,64,16
dim128,dimensionality,Synthetic,1024,128,16
dim256,dimensionality,Synthetic,1024,256,16
dim512,dimensionality,Synthetic,1024,512,16
cluto-t4-8k,large & noisy datasets,Synthetic,7236,2,6
cluto-t5-8k,large & noisy datasets,Synthetic,6847,2,6
cluto-t7-10k,large & noisy datasets,Synthetic,9208,2,9
cluto-t8-8k,large & noisy datasets,Synthetic,7677,2,8
disk_1000n,large & noisy datasets,Synthetic,1000,2,2
disk_4000n,large & noisy datasets,Synthetic,4000,2,2
disk_4500n,large & noisy datasets,Synthetic,4500,2,2
disk_4600n,large & noisy datasets,Synthetic,4600,2,2
disk_5000n,large & noisy datasets,Synthetic,5000,2,2
disk-6000n,large & noisy datasets,Synthetic,6000,2,2
2d-10c-no0,number of clusters,Synthetic,741,2,10
2d-12c-no0,number of clusters,Synthetic,831,2,12
2d-15c-no0,number of clusters,Synthetic,931,2,15
2d-20c-no0,number of clusters,Synthetic,1191,2,20
2d-25c-no0,number of clusters,Synthetic,1419,2,25
2d-40c-no0,number of clusters,Synthetic,2197,2,40
3d-10c-no0,number of clusters,Synthetic,694,3,10
3d-15c-no0,number of clusters,Synthetic,892,3,15
3d-20c-no0,number of clusters,Synthetic,1259,3,20
3d-25c-no0,number of clusters,Synthetic,1533,3,25
3d-40c-no0,number of clusters,Synthetic,2332,3,40
target,outlier,Synthetic,770,2,6
s1,Overlap,Synthetic,5000,2,15
s2,Overlap,Synthetic,5000,2,15
s3,Overlap,Synthetic,5000,2,15
s4,Overlap,Synthetic,5000,2,15
aggregation,shape,Synthetic,788,2,7
compound,shape,Synthetic,399,2,6
curves2,shape,Synthetic,999,2,2
d31,shape,Synthetic,3100,2,31
donut1,shape,Synthetic,1000,2,2
donut2,shape,Synthetic,1000,2,2
donut3,shape,Synthetic,1000,2,3
donutcurves,shape,Synthetic,1000,2,4
Flame,shape,Synthetic,240,2,2
triangle1,shape,Synthetic,1000,2,4
triangle2,shape,Synthetic,1000,2,4
hepta,shape,Synthetic,212,3,7
hypercube,shape,Synthetic,800,3,8
jain,shape,Synthetic,373,2,2
pathbased,shape,Synthetic,300,2,3
r15,shape,Synthetic,600,2,15
rings,shape,Synthetic,1000,2,3
spiral,shape,Synthetic,312,2,3
Worms,shape,Synthetic,105600,64,25
spherical_4_3,Shape,Synthetic,400,3,4
spherical_5_2,Shape,Synthetic,250,2,5
spherical_6_2,Shape,Synthetic,300,2,6
st900,Shape,Synthetic,900,2,9
unbalance,Unbalanced & Gaussian Clusters,Synthetic,6500,2,8
Atom,different variances and linear not separable,Synthetic,800,3,2
banana,instances belongs to several clusters(shape),Synthetic,5300,2,2
blobs,shape,Synthetic,300,2,3
chainlink, linear not separable,Synthetic,1000,3,2
Circle,shape,Synthetic,1000,2,2
Cuboids,shape,Synthetic,1002,3,4
dartboard,shape,Synthetic,1000,2,4
elliptical_10_2,shape,Synthetic,500,2,10
EngyTime,gaussian mixture,Synthetic,4114,2,2
Fourty,number of clusters,Synthetic,1000,2,40
golfball,no cluster at all,Synthetic,4021,3,1
impossible,large & noisy datasets,Synthetic,4682,2,7
lsun,different variances and inter cluster distances,Synthetic,400,2,3