OpenML
Prostate

Prostate

active ARFF Publicly available Visibility: public Uploaded 17-02-2023 by Pablo Torrijos Arenas
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  • Life Science Machine Learning microarray
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Prostate dataset, 102 intances Authors: D. Singh, P. Febbo, K. Ross, D. Jackson, J. Manola, C. Ladd, P. Tamayo, A. Renshaw, A. D'Amico, J. Richie, et al Please cite: ([URL](https://www.sciencedirect.com/science/article/pii/S1535610802000302)): D. Singh, P. Febbo, K. Ross, D. Jackson, J. Manola, C. Ladd, P. Tamayo, A. Renshaw, A. D'Amico, J. Richie, et al, Gene expression correlates of clinical prostate cancer behavior, Cancer Cell 1 (2) (2002) 203-209.

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0 missing
31507_atnumeric35 unique values
0 missing
31763_atnumeric34 unique values
0 missing
32496_atnumeric41 unique values
0 missing
34067_atnumeric74 unique values
0 missing
35041_atnumeric25 unique values
0 missing
36374_atnumeric30 unique values
0 missing
32921_atnumeric42 unique values
0 missing
34013_f_atnumeric24 unique values
0 missing
34987_s_atnumeric58 unique values
0 missing
35962_atnumeric35 unique values
0 missing
37057_s_atnumeric39 unique values
0 missing
37791_atnumeric25 unique values
0 missing
38527_atnumeric80 unique values
0 missing
39262_atnumeric48 unique values
0 missing
39997_atnumeric53 unique values
0 missing
40732_atnumeric44 unique values
0 missing
41467_atnumeric50 unique values
0 missing
31886_atnumeric42 unique values
0 missing
32738_atnumeric44 unique values
0 missing
34190_atnumeric25 unique values
0 missing
35164_atnumeric71 unique values
0 missing
36020_atnumeric29 unique values
0 missing
36874_atnumeric34 unique values
0 missing
37610_atnumeric53 unique values
0 missing
38344_atnumeric51 unique values
0 missing
39079_atnumeric68 unique values
0 missing
40054_atnumeric29 unique values
0 missing
40789_atnumeric27 unique values
0 missing
41763_g_atnumeric40 unique values
0 missing
32855_atnumeric62 unique values
0 missing
34306_atnumeric45 unique values
0 missing
35281_atnumeric20 unique values
0 missing
36136_atnumeric59 unique values
0 missing
36992_atnumeric78 unique values
0 missing
37727_i_atnumeric32 unique values
0 missing
38462_atnumeric46 unique values
0 missing
39196_i_atnumeric40 unique values
0 missing
40172_g_atnumeric48 unique values
0 missing
40906_atnumeric40 unique values
0 missing
41522_atnumeric73 unique values
0 missing
32612_atnumeric75 unique values
0 missing
1953_atnumeric78 unique values
0 missing
1722_atnumeric32 unique values
0 missing
1438_atnumeric40 unique values
0 missing
1183_atnumeric31 unique values
0 missing
927_s_atnumeric36 unique values
0 missing
649_s_atnumeric61 unique values
0 missing
422_s_atnumeric25 unique values
0 missing
141_s_atnumeric35 unique values
0 missing
AFFX-CreX-3_atnumeric27 unique values
0 missing
31508_atnumeric81 unique values
0 missing
31764_atnumeric23 unique values
0 missing
32497_s_atnumeric74 unique values
0 missing
34068_f_atnumeric24 unique values
0 missing
35042_atnumeric42 unique values
0 missing
36375_atnumeric86 unique values
0 missing
32922_atnumeric22 unique values
0 missing
34014_f_atnumeric18 unique values
0 missing
34988_atnumeric31 unique values
0 missing
35963_atnumeric25 unique values
0 missing
37058_atnumeric28 unique values
0 missing
37792_s_atnumeric63 unique values
0 missing
38528_atnumeric54 unique values
0 missing
39263_atnumeric67 unique values
0 missing
39998_atnumeric24 unique values
0 missing
40733_f_atnumeric38 unique values
0 missing
41468_atnumeric88 unique values
0 missing
31887_atnumeric30 unique values
0 missing
32739_atnumeric43 unique values
0 missing
34191_atnumeric31 unique values
0 missing
35165_atnumeric36 unique values
0 missing
36021_atnumeric31 unique values
0 missing
36875_atnumeric37 unique values
0 missing
37611_atnumeric26 unique values
0 missing
38345_atnumeric24 unique values
0 missing
39080_atnumeric81 unique values
0 missing
40055_s_atnumeric54 unique values
0 missing
40790_atnumeric77 unique values
0 missing
41764_atnumeric65 unique values
0 missing
32856_atnumeric50 unique values
0 missing
34307_atnumeric70 unique values
0 missing
35282_r_atnumeric99 unique values
0 missing
36137_atnumeric68 unique values
0 missing
36993_atnumeric69 unique values
0 missing
37728_r_atnumeric27 unique values
0 missing
38463_s_atnumeric25 unique values
0 missing
39197_s_atnumeric57 unique values
0 missing
40173_atnumeric45 unique values
0 missing
40907_atnumeric42 unique values
0 missing
41523_atnumeric34 unique values
0 missing
32613_atnumeric56 unique values
0 missing
1954_atnumeric33 unique values
0 missing
1698_g_atnumeric45 unique values
0 missing
1439_s_atnumeric36 unique values
0 missing
1184_atnumeric54 unique values
0 missing
928_atnumeric24 unique values
0 missing
650_s_atnumeric40 unique values
0 missing
423_atnumeric68 unique values
0 missing
142_atnumeric32 unique values
0 missing
AFFX-BioB-5_stnumeric49 unique values
0 missing
31509_atnumeric95 unique values
0 missing
31765_atnumeric22 unique values
0 missing
32498_atnumeric61 unique values
0 missing
34069_s_atnumeric41 unique values
0 missing
35043_atnumeric31 unique values
0 missing
36376_atnumeric42 unique values
0 missing
32923_r_atnumeric85 unique values
0 missing
34015_atnumeric27 unique values
0 missing
34989_atnumeric30 unique values
0 missing
35964_atnumeric20 unique values
0 missing
37059_atnumeric64 unique values
0 missing
37793_r_atnumeric64 unique values
0 missing
38529_atnumeric43 unique values
0 missing
39264_atnumeric42 unique values
0 missing
39999_atnumeric26 unique values
0 missing
40734_r_atnumeric23 unique values
0 missing
41469_atnumeric51 unique values
0 missing
31888_s_atnumeric59 unique values
0 missing
32740_atnumeric34 unique values
0 missing
34192_atnumeric35 unique values
0 missing
35166_atnumeric26 unique values
0 missing
36022_atnumeric29 unique values
0 missing
36876_atnumeric42 unique values
0 missing
37612_atnumeric32 unique values
0 missing
38346_atnumeric52 unique values
0 missing
39081_atnumeric85 unique values
0 missing
40056_atnumeric38 unique values
0 missing
40791_atnumeric68 unique values
0 missing
41765_atnumeric91 unique values
0 missing
32857_atnumeric41 unique values
0 missing
34308_atnumeric58 unique values
0 missing
35283_atnumeric70 unique values
0 missing
36138_atnumeric93 unique values
0 missing
36994_atnumeric78 unique values
0 missing
37729_atnumeric59 unique values
0 missing
38464_atnumeric73 unique values
0 missing
39198_s_atnumeric57 unique values
0 missing
40174_atnumeric35 unique values
0 missing
40908_r_atnumeric26 unique values
0 missing
41524_atnumeric27 unique values
0 missing
32614_atnumeric38 unique values
0 missing
1955_s_atnumeric32 unique values
0 missing
1699_atnumeric47 unique values
0 missing
1440_s_atnumeric28 unique values
0 missing
1185_atnumeric40 unique values
0 missing
929_atnumeric46 unique values
0 missing
651_atnumeric35 unique values
0 missing
424_s_atnumeric63 unique values
0 missing
143_s_atnumeric27 unique values
0 missing
AFFX-BioB-M_stnumeric38 unique values
0 missing
31510_s_atnumeric73 unique values
0 missing
31766_s_atnumeric29 unique values
0 missing
32499_atnumeric82 unique values
0 missing
34070_s_atnumeric31 unique values
0 missing
35044_i_atnumeric37 unique values
0 missing
36377_atnumeric30 unique values
0 missing
32924_atnumeric60 unique values
0 missing
34016_s_atnumeric37 unique values
0 missing
34990_atnumeric31 unique values
0 missing
35965_atnumeric45 unique values
0 missing
37060_atnumeric32 unique values
0 missing
37794_atnumeric61 unique values
0 missing
38530_atnumeric73 unique values
0 missing
39265_atnumeric26 unique values
0 missing
40000_f_atnumeric27 unique values
0 missing
40735_atnumeric50 unique values
0 missing
41470_atnumeric30 unique values
0 missing
31889_atnumeric58 unique values
0 missing
33218_atnumeric64 unique values
0 missing
34193_atnumeric25 unique values
0 missing
35167_atnumeric21 unique values
0 missing
36023_atnumeric37 unique values
0 missing
36877_atnumeric29 unique values
0 missing
37613_atnumeric43 unique values
0 missing
38347_atnumeric20 unique values
0 missing
39082_atnumeric62 unique values
0 missing
40057_atnumeric63 unique values
0 missing
40792_s_atnumeric52 unique values
0 missing
41766_atnumeric38 unique values
0 missing
32858_atnumeric46 unique values
0 missing
34309_atnumeric42 unique values
0 missing
35284_f_atnumeric38 unique values
0 missing
36139_atnumeric75 unique values
0 missing
36995_atnumeric71 unique values
0 missing
37730_atnumeric80 unique values
0 missing
38465_atnumeric43 unique values
0 missing
39199_atnumeric62 unique values
0 missing
40175_atnumeric31 unique values
0 missing
40909_atnumeric32 unique values
0 missing
41525_atnumeric63 unique values
0 missing
32615_atnumeric31 unique values
0 missing
1956_s_atnumeric28 unique values
0 missing
1700_atnumeric61 unique values
0 missing
1441_s_atnumeric19 unique values
0 missing
1186_atnumeric26 unique values
0 missing
930_atnumeric32 unique values
0 missing
652_g_atnumeric33 unique values
0 missing
425_atnumeric65 unique values
0 missing
144_atnumeric42 unique values
0 missing
AFFX-BioB-3_stnumeric66 unique values
0 missing
31511_atnumeric97 unique values
0 missing
31767_atnumeric27 unique values
0 missing
32500_atnumeric21 unique values
0 missing
34071_atnumeric52 unique values
0 missing
35045_r_atnumeric69 unique values
0 missing
36378_atnumeric64 unique values
0 missing
32925_atnumeric39 unique values
0 missing
34017_s_atnumeric40 unique values
0 missing
34991_atnumeric25 unique values
0 missing
35966_atnumeric53 unique values
0 missing
37061_atnumeric89 unique values
0 missing
37795_atnumeric33 unique values
0 missing
38531_atnumeric42 unique values
0 missing
39266_atnumeric46 unique values
0 missing
40001_r_atnumeric18 unique values
0 missing
40736_atnumeric31 unique values
0 missing
41471_atnumeric33 unique values
0 missing
31890_s_atnumeric24 unique values
0 missing
33219_atnumeric55 unique values
0 missing
34194_atnumeric23 unique values
0 missing
35168_f_atnumeric64 unique values
0 missing
36024_atnumeric29 unique values
0 missing
36878_f_atnumeric47 unique values
0 missing
37614_g_atnumeric33 unique values
0 missing
38348_atnumeric28 unique values
0 missing
39083_atnumeric43 unique values
0 missing
40058_s_atnumeric38 unique values
0 missing
40793_s_atnumeric25 unique values
0 missing
41767_r_atnumeric49 unique values
0 missing
32859_atnumeric21 unique values
0 missing
34310_atnumeric76 unique values
0 missing
35285_atnumeric50 unique values
0 missing
36140_atnumeric54 unique values
0 missing
36996_atnumeric83 unique values
0 missing
37731_atnumeric53 unique values
0 missing
38466_atnumeric32 unique values
0 missing
39200_s_atnumeric58 unique values
0 missing
40176_atnumeric58 unique values
0 missing
40910_atnumeric46 unique values
0 missing
41526_atnumeric61 unique values
0 missing
32616_atnumeric29 unique values
0 missing
1957_s_atnumeric32 unique values
0 missing
1701_atnumeric36 unique values
0 missing
1442_atnumeric65 unique values
0 missing
1165_atnumeric23 unique values
0 missing
931_atnumeric34 unique values
0 missing
653_atnumeric26 unique values
0 missing
401_s_atnumeric57 unique values
0 missing
145_s_atnumeric36 unique values
0 missing
AFFX-BioC-5_stnumeric51 unique values
0 missing
31512_atnumeric72 unique values
0 missing
31768_atnumeric26 unique values
0 missing
32501_atnumeric22 unique values
0 missing
34072_s_atnumeric34 unique values
0 missing
35046_atnumeric19 unique values
0 missing
36379_atnumeric55 unique values
0 missing
32926_atnumeric27 unique values
0 missing
34018_atnumeric46 unique values
0 missing
34992_g_atnumeric41 unique values
0 missing
35967_atnumeric43 unique values
0 missing
37062_atnumeric26 unique values
0 missing
37796_atnumeric74 unique values
0 missing
38532_atnumeric30 unique values
0 missing
39267_atnumeric27 unique values
0 missing
40002_r_atnumeric26 unique values
0 missing
40737_atnumeric32 unique values
0 missing
41472_atnumeric26 unique values
0 missing
31891_atnumeric41 unique values
0 missing
33220_atnumeric51 unique values
0 missing
34195_atnumeric30 unique values
0 missing
35169_atnumeric44 unique values
0 missing
36025_atnumeric53 unique values
0 missing
36879_atnumeric57 unique values
0 missing
37615_atnumeric65 unique values
0 missing
38349_atnumeric32 unique values
0 missing
39084_atnumeric31 unique values
0 missing
40059_r_atnumeric30 unique values
0 missing
40794_atnumeric100 unique values
0 missing
41768_atnumeric81 unique values
0 missing
32860_g_atnumeric64 unique values
0 missing
34311_atnumeric37 unique values
0 missing
35286_r_atnumeric34 unique values
0 missing
36141_atnumeric49 unique values
0 missing
36997_atnumeric48 unique values
0 missing
37732_atnumeric58 unique values
0 missing
38467_atnumeric35 unique values
0 missing
39201_r_atnumeric24 unique values
0 missing
40177_atnumeric38 unique values
0 missing
40911_atnumeric55 unique values
0 missing
41527_f_atnumeric39 unique values
0 missing
32617_atnumeric31 unique values
0 missing
1958_atnumeric25 unique values
0 missing
1702_atnumeric20 unique values
0 missing
1443_atnumeric38 unique values
0 missing
1166_atnumeric73 unique values
0 missing
932_i_atnumeric56 unique values
0 missing
654_atnumeric64 unique values
0 missing
402_s_atnumeric40 unique values
0 missing
146_atnumeric42 unique values
0 missing
AFFX-BioC-3_stnumeric29 unique values
0 missing
31513_atnumeric23 unique values
0 missing
31769_atnumeric33 unique values
0 missing
32981_atnumeric66 unique values
0 missing
34073_s_atnumeric39 unique values
0 missing
35047_atnumeric50 unique values
0 missing
36380_atnumeric39 unique values
0 missing
32927_atnumeric23 unique values
0 missing
34019_atnumeric43 unique values
0 missing
34993_atnumeric34 unique values
0 missing
35968_s_atnumeric29 unique values
0 missing
37063_r_atnumeric18 unique values
0 missing
37797_atnumeric60 unique values
0 missing
38533_s_atnumeric38 unique values
0 missing
39268_atnumeric68 unique values
0 missing
40003_atnumeric96 unique values
0 missing
40738_atnumeric37 unique values
0 missing
41473_atnumeric57 unique values
0 missing
31892_atnumeric41 unique values
0 missing
33221_atnumeric60 unique values
0 missing
34196_atnumeric36 unique values
0 missing
35170_atnumeric52 unique values
0 missing
36026_atnumeric49 unique values
0 missing
36880_atnumeric48 unique values
0 missing
37616_atnumeric64 unique values
0 missing
38350_f_atnumeric51 unique values
0 missing
39085_atnumeric45 unique values
0 missing
40060_r_atnumeric74 unique values
0 missing
40795_atnumeric21 unique values
0 missing
41769_atnumeric33 unique values
0 missing
33338_atnumeric53 unique values
0 missing
34312_atnumeric35 unique values
0 missing
35287_atnumeric36 unique values
0 missing
36142_atnumeric37 unique values
0 missing
36998_s_atnumeric47 unique values
0 missing
37733_atnumeric51 unique values
0 missing
38468_atnumeric59 unique values
0 missing
39202_atnumeric63 unique values
0 missing
40178_atnumeric22 unique values
0 missing
40912_s_atnumeric58 unique values
0 missing
41528_atnumeric60 unique values
0 missing
32618_atnumeric38 unique values
0 missing
1959_atnumeric39 unique values
0 missing
1681_atnumeric58 unique values
0 missing
1444_atnumeric59 unique values
0 missing
1167_s_atnumeric69 unique values
0 missing
933_f_atnumeric46 unique values
0 missing
655_atnumeric21 unique values
0 missing
403_s_atnumeric35 unique values
0 missing
147_atnumeric35 unique values
0 missing
AFFX-BioDn-5_stnumeric59 unique values
0 missing
31514_atnumeric57 unique values
0 missing
31770_atnumeric51 unique values
0 missing
32982_atnumeric26 unique values
0 missing
34074_s_atnumeric58 unique values
0 missing
35048_atnumeric31 unique values
0 missing
36381_atnumeric66 unique values
0 missing
32928_atnumeric67 unique values
0 missing
34020_atnumeric36 unique values
0 missing
34994_atnumeric23 unique values
0 missing
35969_atnumeric34 unique values
0 missing
37064_atnumeric38 unique values
0 missing
37798_atnumeric41 unique values
0 missing
38534_atnumeric60 unique values
0 missing
39269_atnumeric21 unique values
0 missing
40004_atnumeric33 unique values
0 missing
40739_atnumeric32 unique values
0 missing
41474_atnumeric26 unique values
0 missing
31893_atnumeric86 unique values
0 missing
33222_atnumeric36 unique values
0 missing
34197_atnumeric51 unique values
0 missing
35171_atnumeric20 unique values
0 missing
36027_atnumeric72 unique values
0 missing
36881_atnumeric72 unique values
0 missing
37617_atnumeric35 unique values
0 missing
38351_atnumeric35 unique values
0 missing
39326_atnumeric62 unique values
0 missing
40061_atnumeric33 unique values
0 missing
40796_atnumeric26 unique values
0 missing
41770_atnumeric39 unique values
0 missing
33339_g_atnumeric26 unique values
0 missing
34313_atnumeric31 unique values
0 missing
35288_atnumeric19 unique values
0 missing
36143_atnumeric25 unique values
0 missing
36999_atnumeric32 unique values
0 missing
37734_atnumeric60 unique values
0 missing
38469_atnumeric84 unique values
0 missing
39203_atnumeric23 unique values
0 missing
40179_atnumeric23 unique values
0 missing
40913_atnumeric56 unique values
0 missing
41529_g_atnumeric57 unique values
0 missing
32619_atnumeric33 unique values
0 missing
1960_atnumeric23 unique values
0 missing
1682_s_atnumeric57 unique values
0 missing
1445_atnumeric36 unique values
0 missing
1168_atnumeric27 unique values
0 missing
934_atnumeric60 unique values
0 missing
656_atnumeric50 unique values
0 missing
382_atnumeric42 unique values
0 missing
148_atnumeric63 unique values
0 missing
AFFX-BioDn-3_stnumeric45 unique values
0 missing
31515_atnumeric69 unique values
0 missing
31771_atnumeric23 unique values
0 missing
32983_atnumeric48 unique values
0 missing
34075_atnumeric49 unique values
0 missing
35049_g_atnumeric27 unique values
0 missing
36382_atnumeric41 unique values
0 missing
32929_atnumeric44 unique values
0 missing
34021_atnumeric16 unique values
0 missing
34995_atnumeric32 unique values
0 missing
35970_g_atnumeric18 unique values
0 missing
37065_f_atnumeric43 unique values
0 missing
37799_atnumeric62 unique values
0 missing
38535_atnumeric49 unique values
0 missing
39270_atnumeric34 unique values
0 missing
40005_atnumeric32 unique values
0 missing
40740_atnumeric43 unique values
0 missing
41475_atnumeric48 unique values
0 missing
31894_atnumeric31 unique values
0 missing
33223_atnumeric31 unique values
0 missing
34198_atnumeric46 unique values
0 missing
35172_atnumeric33 unique values
0 missing
36028_atnumeric45 unique values
0 missing
36882_atnumeric43 unique values
0 missing
37618_atnumeric43 unique values
0 missing
38352_atnumeric71 unique values
0 missing
39327_atnumeric88 unique values
0 missing
40062_s_atnumeric19 unique values
0 missing
40797_atnumeric35 unique values
0 missing
41771_g_atnumeric77 unique values
0 missing
33340_atnumeric53 unique values
0 missing
34314_atnumeric24 unique values
0 missing
35289_atnumeric56 unique values
0 missing
36144_atnumeric43 unique values
0 missing
37000_atnumeric74 unique values
0 missing
37735_atnumeric69 unique values
0 missing
38470_i_atnumeric23 unique values
0 missing
39204_atnumeric24 unique values
0 missing
40180_atnumeric41 unique values
0 missing
40914_s_atnumeric26 unique values
0 missing
41530_atnumeric34 unique values
0 missing
32620_atnumeric48 unique values
0 missing
1961_f_atnumeric58 unique values
0 missing
1683_atnumeric45 unique values
0 missing
1446_atnumeric61 unique values
0 missing
1169_atnumeric35 unique values
0 missing
935_atnumeric73 unique values
0 missing
657_atnumeric75 unique values
0 missing
384_atnumeric45 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
102
Number of instances (rows) of the dataset.
NumberOfFeatures
12601
Number of attributes (columns) of the dataset.
NumberOfClasses
2
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
12600
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
123.54
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
99.99
Percentage of numeric attributes.
MajorityClassPercentage
50.98
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
52
Number of instances belonging to the most frequent class.
MinorityClassPercentage
49.02
Percentage of instances belonging to the least frequent class.
MinorityClassSize
50
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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