Data
9_Tumors

9_Tumors

active ARFF Publicly available Visibility: public Uploaded 17-02-2023 by Pablo Torrijos Arenas
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  • Demographics Economics microarray
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9 Tumors dataset Authors: Staunton, J.E., Slonim, D.K., Coller, H.A., Tamayo, P., Angelo, M.J., Park, J., Scherf, U., Lee, J.K., Reinhold, W.O. et al Please cite: ([URL](https://www.scopus.com/record/display.uri?eid=2-s2.0-0035845531&origin=inward)): J. Staunton, D. Slonim, H. Coller, P. Tamayo, M. Angelo, J. Park, U. Scherf, J. Lee, W. Reinhold, J. Weinstein, et al, Chemosensitivity prediction by transcriptional profiling, Proc. Nat. Acad. Sci. 98 (19) (2001) 10787-10792

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att4124numeric52 unique values
0 missing
att4380numeric47 unique values
0 missing
att4636numeric52 unique values
0 missing
att4892numeric50 unique values
0 missing
att5148numeric52 unique values
0 missing
att5404numeric56 unique values
0 missing
att5660numeric54 unique values
0 missing
att29numeric51 unique values
0 missing
att285numeric46 unique values
0 missing
att541numeric37 unique values
0 missing
att797numeric57 unique values
0 missing
att1053numeric44 unique values
0 missing
att1309numeric44 unique values
0 missing
att1565numeric60 unique values
0 missing
att1821numeric56 unique values
0 missing
att2077numeric47 unique values
0 missing
att2333numeric37 unique values
0 missing
att2589numeric49 unique values
0 missing
att2845numeric49 unique values
0 missing
att3101numeric50 unique values
0 missing
att3357numeric40 unique values
0 missing
att3613numeric53 unique values
0 missing
att3869numeric59 unique values
0 missing
att4125numeric39 unique values
0 missing
att4381numeric54 unique values
0 missing
att4637numeric41 unique values
0 missing
att4893numeric52 unique values
0 missing
att5149numeric43 unique values
0 missing
att5405numeric53 unique values
0 missing
att5661numeric46 unique values
0 missing
att30numeric56 unique values
0 missing
att286numeric55 unique values
0 missing
att542numeric46 unique values
0 missing
att798numeric58 unique values
0 missing
att1054numeric53 unique values
0 missing
att1310numeric45 unique values
0 missing
att1566numeric49 unique values
0 missing
att1822numeric56 unique values
0 missing
att2078numeric42 unique values
0 missing
att2334numeric41 unique values
0 missing
att2590numeric51 unique values
0 missing
att2846numeric49 unique values
0 missing
att3102numeric37 unique values
0 missing
att3358numeric45 unique values
0 missing
att3614numeric44 unique values
0 missing
att3870numeric58 unique values
0 missing
att4126numeric43 unique values
0 missing
att4382numeric46 unique values
0 missing
att4638numeric51 unique values
0 missing
att4894numeric53 unique values
0 missing
att5150numeric36 unique values
0 missing
att5406numeric55 unique values
0 missing
att5662numeric45 unique values
0 missing
att31numeric57 unique values
0 missing
att287numeric48 unique values
0 missing
att543numeric42 unique values
0 missing
att799numeric42 unique values
0 missing
att1055numeric60 unique values
0 missing
att1311numeric57 unique values
0 missing
att1567numeric54 unique values
0 missing
att1823numeric46 unique values
0 missing
att2079numeric53 unique values
0 missing
att2335numeric39 unique values
0 missing
att2591numeric48 unique values
0 missing
att2847numeric46 unique values
0 missing
att3103numeric53 unique values
0 missing
att3359numeric38 unique values
0 missing
att3615numeric53 unique values
0 missing
att3871numeric42 unique values
0 missing
att4127numeric50 unique values
0 missing
att4383numeric37 unique values
0 missing
att4639numeric46 unique values
0 missing
att4895numeric56 unique values
0 missing
att5151numeric58 unique values
0 missing
att5407numeric54 unique values
0 missing
att5663numeric40 unique values
0 missing
att32numeric59 unique values
0 missing
att288numeric48 unique values
0 missing
att544numeric56 unique values
0 missing
att800numeric48 unique values
0 missing
att1056numeric57 unique values
0 missing
att1312numeric48 unique values
0 missing
att1568numeric55 unique values
0 missing
att1824numeric51 unique values
0 missing
att2080numeric45 unique values
0 missing
att2336numeric55 unique values
0 missing
att2592numeric42 unique values
0 missing
att2848numeric53 unique values
0 missing
att3104numeric49 unique values
0 missing
att3360numeric52 unique values
0 missing
att3616numeric57 unique values
0 missing
att3872numeric48 unique values
0 missing
att4128numeric47 unique values
0 missing
att4384numeric37 unique values
0 missing
att4640numeric45 unique values
0 missing
att4896numeric42 unique values
0 missing
att5152numeric43 unique values
0 missing
att5408numeric56 unique values
0 missing
att5664numeric53 unique values
0 missing
att33numeric43 unique values
0 missing
att289numeric43 unique values
0 missing
att545numeric55 unique values
0 missing
att801numeric40 unique values
0 missing
att1057numeric48 unique values
0 missing
att1313numeric41 unique values
0 missing
att1569numeric57 unique values
0 missing
att1825numeric49 unique values
0 missing
att2081numeric48 unique values
0 missing
att2337numeric45 unique values
0 missing
att2593numeric48 unique values
0 missing
att2849numeric51 unique values
0 missing
att3105numeric50 unique values
0 missing
att3361numeric38 unique values
0 missing
att3617numeric52 unique values
0 missing
att3873numeric46 unique values
0 missing
att4129numeric53 unique values
0 missing
att4385numeric55 unique values
0 missing
att4641numeric48 unique values
0 missing
att4897numeric60 unique values
0 missing
att5153numeric50 unique values
0 missing
att5409numeric43 unique values
0 missing
att5665numeric41 unique values
0 missing
att34numeric47 unique values
0 missing
att290numeric54 unique values
0 missing
att546numeric50 unique values
0 missing
att802numeric57 unique values
0 missing
att1058numeric46 unique values
0 missing
att1314numeric51 unique values
0 missing
att1570numeric42 unique values
0 missing
att1826numeric47 unique values
0 missing
att2082numeric46 unique values
0 missing
att2338numeric37 unique values
0 missing
att2594numeric52 unique values
0 missing
att2850numeric42 unique values
0 missing
att3106numeric55 unique values
0 missing
att3362numeric41 unique values
0 missing
att3618numeric51 unique values
0 missing
att3874numeric45 unique values
0 missing
att4130numeric53 unique values
0 missing
att4386numeric53 unique values
0 missing
att4642numeric53 unique values
0 missing
att4898numeric45 unique values
0 missing
att5154numeric38 unique values
0 missing
att5410numeric59 unique values
0 missing
att5666numeric46 unique values
0 missing
att35numeric49 unique values
0 missing
att291numeric39 unique values
0 missing
att547numeric59 unique values
0 missing
att803numeric42 unique values
0 missing
att1059numeric50 unique values
0 missing
att1315numeric54 unique values
0 missing
att1571numeric50 unique values
0 missing
att1827numeric56 unique values
0 missing
att2083numeric42 unique values
0 missing
att2339numeric42 unique values
0 missing
att2595numeric50 unique values
0 missing
att2851numeric51 unique values
0 missing
att3107numeric56 unique values
0 missing
att3363numeric38 unique values
0 missing
att3619numeric56 unique values
0 missing
att3875numeric49 unique values
0 missing
att4131numeric52 unique values
0 missing
att4387numeric42 unique values
0 missing
att4643numeric48 unique values
0 missing
att4899numeric39 unique values
0 missing
att5155numeric42 unique values
0 missing
att5411numeric53 unique values
0 missing
att5667numeric43 unique values
0 missing
att36numeric46 unique values
0 missing
att292numeric59 unique values
0 missing
att548numeric53 unique values
0 missing
att804numeric38 unique values
0 missing
att1060numeric41 unique values
0 missing
att1316numeric44 unique values
0 missing
att1572numeric54 unique values
0 missing
att1828numeric45 unique values
0 missing
att2084numeric44 unique values
0 missing
att2340numeric49 unique values
0 missing
att2596numeric53 unique values
0 missing
att2852numeric46 unique values
0 missing
att3108numeric47 unique values
0 missing
att3364numeric41 unique values
0 missing
att3620numeric44 unique values
0 missing
att3876numeric48 unique values
0 missing
att4132numeric36 unique values
0 missing
att4388numeric38 unique values
0 missing
att4644numeric60 unique values
0 missing
att4900numeric45 unique values
0 missing
att5156numeric53 unique values
0 missing
att5412numeric41 unique values
0 missing
att5668numeric48 unique values
0 missing
att37numeric44 unique values
0 missing
att293numeric53 unique values
0 missing
att549numeric40 unique values
0 missing
att805numeric42 unique values
0 missing
att1061numeric51 unique values
0 missing
att1317numeric45 unique values
0 missing
att1573numeric50 unique values
0 missing
att1829numeric52 unique values
0 missing
att2085numeric45 unique values
0 missing
att2341numeric55 unique values
0 missing
att2597numeric40 unique values
0 missing
att2853numeric54 unique values
0 missing
att3109numeric42 unique values
0 missing
att3365numeric59 unique values
0 missing
att3621numeric39 unique values
0 missing
att3877numeric57 unique values
0 missing
att4133numeric40 unique values
0 missing
att4389numeric41 unique values
0 missing
att4645numeric57 unique values
0 missing
att4901numeric48 unique values
0 missing
att5157numeric56 unique values
0 missing
att5413numeric46 unique values
0 missing
att5669numeric51 unique values
0 missing
att38numeric43 unique values
0 missing
att294numeric51 unique values
0 missing
att550numeric45 unique values
0 missing
att806numeric49 unique values
0 missing
att1062numeric46 unique values
0 missing
att1318numeric39 unique values
0 missing
att1574numeric52 unique values
0 missing
att1830numeric57 unique values
0 missing
att2086numeric32 unique values
0 missing
att2342numeric44 unique values
0 missing
att2598numeric56 unique values
0 missing
att2854numeric56 unique values
0 missing
att3110numeric41 unique values
0 missing
att3366numeric41 unique values
0 missing
att3622numeric52 unique values
0 missing
att3878numeric43 unique values
0 missing
att4134numeric55 unique values
0 missing
att4390numeric46 unique values
0 missing
att4646numeric50 unique values
0 missing
att4902numeric54 unique values
0 missing
att5158numeric57 unique values
0 missing
att5414numeric49 unique values
0 missing
att5670numeric55 unique values
0 missing
att39numeric54 unique values
0 missing
att295numeric57 unique values
0 missing
att551numeric41 unique values
0 missing
att807numeric39 unique values
0 missing
att1063numeric48 unique values
0 missing
att1319numeric54 unique values
0 missing
att1575numeric45 unique values
0 missing
att1831numeric46 unique values
0 missing
att2087numeric45 unique values
0 missing
att2343numeric40 unique values
0 missing
att2599numeric52 unique values
0 missing
att2855numeric54 unique values
0 missing
att3111numeric41 unique values
0 missing
att3367numeric60 unique values
0 missing
att3623numeric50 unique values
0 missing
att3879numeric47 unique values
0 missing
att4135numeric60 unique values
0 missing
att4391numeric49 unique values
0 missing
att4647numeric58 unique values
0 missing
att4903numeric40 unique values
0 missing
att5159numeric52 unique values
0 missing
att5415numeric46 unique values
0 missing
att5671numeric45 unique values
0 missing
att40numeric50 unique values
0 missing
att296numeric37 unique values
0 missing
att552numeric48 unique values
0 missing
att808numeric47 unique values
0 missing
att1064numeric59 unique values
0 missing
att1320numeric44 unique values
0 missing
att1576numeric44 unique values
0 missing
att1832numeric51 unique values
0 missing
att2088numeric37 unique values
0 missing
att2344numeric44 unique values
0 missing
att2600numeric56 unique values
0 missing
att2856numeric52 unique values
0 missing
att3112numeric55 unique values
0 missing
att3368numeric58 unique values
0 missing
att3624numeric37 unique values
0 missing
att3880numeric42 unique values
0 missing
att4136numeric50 unique values
0 missing
att4392numeric44 unique values
0 missing
att4648numeric48 unique values
0 missing
att4904numeric50 unique values
0 missing
att5160numeric46 unique values
0 missing
att5416numeric42 unique values
0 missing
att5672numeric48 unique values
0 missing
att41numeric53 unique values
0 missing
att297numeric38 unique values
0 missing
att553numeric48 unique values
0 missing
att809numeric45 unique values
0 missing
att1065numeric56 unique values
0 missing
att1321numeric56 unique values
0 missing
att1577numeric51 unique values
0 missing
att1833numeric35 unique values
0 missing
att2089numeric56 unique values
0 missing
att2345numeric41 unique values
0 missing
att2601numeric54 unique values
0 missing
att2857numeric55 unique values
0 missing
att3113numeric45 unique values
0 missing
att3369numeric42 unique values
0 missing
att3625numeric38 unique values
0 missing
att3881numeric37 unique values
0 missing
att4137numeric57 unique values
0 missing
att4393numeric45 unique values
0 missing
att4649numeric42 unique values
0 missing
att4905numeric46 unique values
0 missing
att5161numeric57 unique values
0 missing
att5417numeric48 unique values
0 missing
att5673numeric44 unique values
0 missing
att42numeric46 unique values
0 missing
att298numeric55 unique values
0 missing
att554numeric56 unique values
0 missing
att810numeric46 unique values
0 missing
att1066numeric52 unique values
0 missing
att1322numeric43 unique values
0 missing
att1578numeric41 unique values
0 missing
att1834numeric55 unique values
0 missing
att2090numeric58 unique values
0 missing
att2346numeric45 unique values
0 missing
att2602numeric41 unique values
0 missing
att2858numeric48 unique values
0 missing
att3114numeric52 unique values
0 missing
att3370numeric54 unique values
0 missing
att3626numeric37 unique values
0 missing
att3882numeric52 unique values
0 missing
att4138numeric52 unique values
0 missing
att4394numeric54 unique values
0 missing
att4650numeric45 unique values
0 missing
att4906numeric46 unique values
0 missing
att5162numeric53 unique values
0 missing
att5418numeric39 unique values
0 missing
att5674numeric49 unique values
0 missing
att43numeric57 unique values
0 missing
att299numeric56 unique values
0 missing
att555numeric53 unique values
0 missing
att811numeric45 unique values
0 missing
att1067numeric54 unique values
0 missing
att1323numeric53 unique values
0 missing
att1579numeric50 unique values
0 missing
att1835numeric41 unique values
0 missing
att2091numeric57 unique values
0 missing
att2347numeric49 unique values
0 missing
att2603numeric49 unique values
0 missing
att2859numeric49 unique values
0 missing
att3115numeric47 unique values
0 missing
att3371numeric54 unique values
0 missing
att3627numeric52 unique values
0 missing
att3883numeric55 unique values
0 missing
att4139numeric40 unique values
0 missing
att4395numeric36 unique values
0 missing
att4651numeric57 unique values
0 missing
att4907numeric53 unique values
0 missing
att5163numeric55 unique values
0 missing
att5419numeric33 unique values
0 missing
att5675numeric44 unique values
0 missing
att44numeric49 unique values
0 missing
att300numeric53 unique values
0 missing
att556numeric43 unique values
0 missing
att812numeric56 unique values
0 missing
att1068numeric52 unique values
0 missing
att1324numeric45 unique values
0 missing
att1580numeric45 unique values
0 missing
att1836numeric38 unique values
0 missing
att2092numeric39 unique values
0 missing
att2348numeric58 unique values
0 missing
att2604numeric47 unique values
0 missing
att2860numeric49 unique values
0 missing
att3116numeric51 unique values
0 missing
att3372numeric58 unique values
0 missing
att3628numeric44 unique values
0 missing
att3884numeric57 unique values
0 missing
att4140numeric53 unique values
0 missing
att4396numeric42 unique values
0 missing
att4652numeric60 unique values
0 missing
att4908numeric46 unique values
0 missing
att5164numeric54 unique values
0 missing
att5420numeric55 unique values
0 missing
att5676numeric52 unique values
0 missing
att45numeric47 unique values
0 missing
att301numeric58 unique values
0 missing
att557numeric50 unique values
0 missing
att813numeric59 unique values
0 missing
att1069numeric54 unique values
0 missing
att1325numeric49 unique values
0 missing
att1581numeric58 unique values
0 missing
att1837numeric60 unique values
0 missing
att2093numeric50 unique values
0 missing
att2349numeric46 unique values
0 missing

19 properties

60
Number of instances (rows) of the dataset.
5727
Number of attributes (columns) of the dataset.
9
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
5726
Number of numeric attributes.
0
Number of nominal attributes.
2
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
1
Average class difference between consecutive instances.
0
Percentage of missing values.
95.45
Number of attributes divided by the number of instances.
99.98
Percentage of numeric attributes.
15
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
9
Number of instances belonging to the most frequent class.
3.33
Percentage of instances belonging to the least frequent class.

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