Data
rsctc2010_6

rsctc2010_6

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren
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Author: Source: Unknown - Date unknown Please cite: Data from the RSCTC 2010 Discovery Challenge. Example datasets for 6 different problems of DNA microarray data analysis and classification. All datasets contain gene expression data characterized by values of 20,000 - 65,000 attributes. Samples are assigned to several (2-10) classes. All attributes are numeric and represent measurements from DNA microarrays. Source: http://tunedit.org/challenge/RSCTC-2010-A

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0 missing
Var39427numeric89 unique values
0 missing
Var39683numeric86 unique values
0 missing
Var39939numeric92 unique values
0 missing
Var40195numeric84 unique values
0 missing
Var40451numeric91 unique values
0 missing
Var40707numeric92 unique values
0 missing
Var40963numeric88 unique values
0 missing
Var41219numeric87 unique values
0 missing
Var41475numeric85 unique values
0 missing
Var41731numeric89 unique values
0 missing
Var41987numeric89 unique values
0 missing
Var42243numeric87 unique values
0 missing
Var42499numeric88 unique values
0 missing
Var42755numeric87 unique values
0 missing
Var43011numeric90 unique values
0 missing
Var43267numeric89 unique values
0 missing
Var43523numeric89 unique values
0 missing
Var43779numeric89 unique values
0 missing
Var44035numeric88 unique values
0 missing
Var44291numeric90 unique values
0 missing
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0 missing
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0 missing
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0 missing
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Var47363numeric89 unique values
0 missing
Var47619numeric89 unique values
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Var47875numeric88 unique values
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Var48387numeric92 unique values
0 missing
Var48643numeric87 unique values
0 missing
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0 missing
Var49155numeric85 unique values
0 missing
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0 missing
Var49667numeric87 unique values
0 missing
Var49923numeric89 unique values
0 missing
Var50179numeric90 unique values
0 missing
Var50435numeric87 unique values
0 missing
Var50691numeric83 unique values
0 missing
Var50947numeric91 unique values
0 missing
Var51203numeric88 unique values
0 missing
Var51459numeric87 unique values
0 missing
Var51715numeric89 unique values
0 missing
Var51971numeric87 unique values
0 missing
Var52227numeric86 unique values
0 missing
Var52483numeric90 unique values
0 missing
Var52739numeric89 unique values
0 missing
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0 missing
Var53251numeric84 unique values
0 missing
Var53507numeric85 unique values
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Var53763numeric90 unique values
0 missing
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0 missing
Var54275numeric87 unique values
0 missing
Var54531numeric85 unique values
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0 missing
Var55043numeric90 unique values
0 missing
Var55299numeric90 unique values
0 missing
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0 missing
Var55811numeric83 unique values
0 missing
Var56067numeric90 unique values
0 missing
Var56323numeric89 unique values
0 missing
Var56579numeric87 unique values
0 missing
Var56835numeric87 unique values
0 missing
Var57091numeric88 unique values
0 missing
Var57347numeric89 unique values
0 missing
Var57603numeric85 unique values
0 missing
Var57859numeric90 unique values
0 missing
Var58115numeric90 unique values
0 missing
Var58371numeric86 unique values
0 missing
Var58627numeric89 unique values
0 missing
Var58883numeric84 unique values
0 missing
Var4numeric92 unique values
0 missing
Var260numeric91 unique values
0 missing
Var516numeric90 unique values
0 missing
Var772numeric86 unique values
0 missing
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0 missing
Var1284numeric90 unique values
0 missing
Var1540numeric87 unique values
0 missing
Var1796numeric91 unique values
0 missing
Var2052numeric89 unique values
0 missing
Var2308numeric87 unique values
0 missing
Var2564numeric89 unique values
0 missing
Var2820numeric91 unique values
0 missing
Var3076numeric87 unique values
0 missing
Var3332numeric86 unique values
0 missing
Var3588numeric90 unique values
0 missing
Var3844numeric88 unique values
0 missing
Var4100numeric89 unique values
0 missing
Var4356numeric88 unique values
0 missing
Var4612numeric85 unique values
0 missing
Var4868numeric89 unique values
0 missing
Var5124numeric90 unique values
0 missing
Var5380numeric88 unique values
0 missing
Var5636numeric84 unique values
0 missing
Var5892numeric91 unique values
0 missing
Var6148numeric89 unique values
0 missing
Var6404numeric87 unique values
0 missing
Var6660numeric90 unique values
0 missing
Var6916numeric85 unique values
0 missing
Var7172numeric86 unique values
0 missing
Var7428numeric87 unique values
0 missing
Var7684numeric85 unique values
0 missing
Var7940numeric87 unique values
0 missing
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0 missing
Var8452numeric87 unique values
0 missing
Var8708numeric90 unique values
0 missing
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0 missing
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0 missing
Var9476numeric89 unique values
0 missing
Var9732numeric90 unique values
0 missing
Var9988numeric90 unique values
0 missing
Var10244numeric87 unique values
0 missing
Var10500numeric91 unique values
0 missing
Var10756numeric88 unique values
0 missing
Var11012numeric91 unique values
0 missing
Var11268numeric88 unique values
0 missing
Var11524numeric91 unique values
0 missing
Var11780numeric89 unique values
0 missing
Var12036numeric90 unique values
0 missing
Var12292numeric89 unique values
0 missing
Var12548numeric91 unique values
0 missing
Var12804numeric90 unique values
0 missing
Var13060numeric87 unique values
0 missing
Var13316numeric85 unique values
0 missing
Var13572numeric86 unique values
0 missing
Var13828numeric89 unique values
0 missing
Var14084numeric89 unique values
0 missing
Var14340numeric87 unique values
0 missing
Var14596numeric83 unique values
0 missing
Var14852numeric82 unique values
0 missing
Var15108numeric91 unique values
0 missing
Var15364numeric92 unique values
0 missing
Var15620numeric91 unique values
0 missing
Var15876numeric92 unique values
0 missing
Var16132numeric87 unique values
0 missing
Var16388numeric87 unique values
0 missing
Var16644numeric91 unique values
0 missing
Var16900numeric89 unique values
0 missing
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0 missing
Var17412numeric85 unique values
0 missing
Var17668numeric89 unique values
0 missing
Var17924numeric90 unique values
0 missing
Var18180numeric89 unique values
0 missing
Var18436numeric88 unique values
0 missing
Var18692numeric84 unique values
0 missing
Var18948numeric91 unique values
0 missing
Var19204numeric80 unique values
0 missing
Var19460numeric87 unique values
0 missing
Var19716numeric88 unique values
0 missing
Var19972numeric90 unique values
0 missing
Var20228numeric87 unique values
0 missing
Var20484numeric91 unique values
0 missing
Var20740numeric90 unique values
0 missing
Var20996numeric88 unique values
0 missing
Var21252numeric90 unique values
0 missing
Var21508numeric89 unique values
0 missing
Var21764numeric88 unique values
0 missing
Var22020numeric91 unique values
0 missing
Var22276numeric87 unique values
0 missing
Var22532numeric88 unique values
0 missing
Var22788numeric90 unique values
0 missing
Var23044numeric91 unique values
0 missing
Var23300numeric86 unique values
0 missing
Var23556numeric84 unique values
0 missing
Var23812numeric89 unique values
0 missing
Var24068numeric87 unique values
0 missing
Var24324numeric90 unique values
0 missing
Var24580numeric91 unique values
0 missing
Var24836numeric89 unique values
0 missing
Var25092numeric90 unique values
0 missing
Var25348numeric85 unique values
0 missing
Var25604numeric92 unique values
0 missing
Var25860numeric92 unique values
0 missing
Var26116numeric91 unique values
0 missing
Var26372numeric85 unique values
0 missing
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0 missing
Var26884numeric86 unique values
0 missing
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0 missing
Var27396numeric88 unique values
0 missing
Var27652numeric91 unique values
0 missing
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0 missing
Var28164numeric87 unique values
0 missing
Var28420numeric91 unique values
0 missing
Var28676numeric89 unique values
0 missing
Var28932numeric91 unique values
0 missing
Var29188numeric87 unique values
0 missing
Var29444numeric89 unique values
0 missing
Var29700numeric87 unique values
0 missing
Var29956numeric90 unique values
0 missing
Var30212numeric88 unique values
0 missing
Var30468numeric87 unique values
0 missing
Var30724numeric88 unique values
0 missing
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0 missing
Var31236numeric89 unique values
0 missing
Var31492numeric87 unique values
0 missing
Var31748numeric90 unique values
0 missing
Var32004numeric87 unique values
0 missing
Var32260numeric89 unique values
0 missing
Var32516numeric88 unique values
0 missing
Var32772numeric89 unique values
0 missing
Var33028numeric91 unique values
0 missing
Var33284numeric89 unique values
0 missing
Var33540numeric87 unique values
0 missing
Var33796numeric86 unique values
0 missing
Var34052numeric90 unique values
0 missing
Var34308numeric88 unique values
0 missing
Var34564numeric89 unique values
0 missing
Var34820numeric84 unique values
0 missing
Var35076numeric88 unique values
0 missing
Var35332numeric90 unique values
0 missing
Var35588numeric88 unique values
0 missing
Var35844numeric89 unique values
0 missing
Var36100numeric88 unique values
0 missing
Var36356numeric89 unique values
0 missing
Var36612numeric89 unique values
0 missing
Var36868numeric85 unique values
0 missing
Var37124numeric85 unique values
0 missing
Var37380numeric84 unique values
0 missing
Var37636numeric91 unique values
0 missing
Var37892numeric88 unique values
0 missing
Var38148numeric90 unique values
0 missing
Var38404numeric90 unique values
0 missing
Var38660numeric87 unique values
0 missing
Var38916numeric89 unique values
0 missing
Var39172numeric86 unique values
0 missing
Var39428numeric83 unique values
0 missing
Var39684numeric92 unique values
0 missing
Var39940numeric90 unique values
0 missing
Var40196numeric86 unique values
0 missing
Var40452numeric88 unique values
0 missing
Var40708numeric84 unique values
0 missing
Var40964numeric86 unique values
0 missing
Var41220numeric87 unique values
0 missing
Var41476numeric86 unique values
0 missing
Var41732numeric89 unique values
0 missing
Var41988numeric84 unique values
0 missing
Var42244numeric87 unique values
0 missing
Var42500numeric91 unique values
0 missing
Var42756numeric89 unique values
0 missing
Var43012numeric91 unique values
0 missing
Var43268numeric86 unique values
0 missing
Var43524numeric89 unique values
0 missing
Var43780numeric89 unique values
0 missing
Var44036numeric88 unique values
0 missing
Var44292numeric91 unique values
0 missing
Var44548numeric88 unique values
0 missing
Var44804numeric87 unique values
0 missing
Var45060numeric91 unique values
0 missing
Var45316numeric89 unique values
0 missing
Var45572numeric89 unique values
0 missing
Var45828numeric88 unique values
0 missing
Var46084numeric81 unique values
0 missing
Var46340numeric86 unique values
0 missing
Var46596numeric87 unique values
0 missing
Var46852numeric91 unique values
0 missing
Var47108numeric91 unique values
0 missing
Var47364numeric90 unique values
0 missing
Var47620numeric87 unique values
0 missing
Var47876numeric86 unique values
0 missing
Var48132numeric92 unique values
0 missing
Var48388numeric91 unique values
0 missing
Var48644numeric89 unique values
0 missing
Var48900numeric90 unique values
0 missing
Var49156numeric88 unique values
0 missing
Var49412numeric85 unique values
0 missing
Var49668numeric89 unique values
0 missing
Var49924numeric91 unique values
0 missing
Var50180numeric87 unique values
0 missing
Var50436numeric89 unique values
0 missing
Var50692numeric88 unique values
0 missing
Var50948numeric88 unique values
0 missing
Var51204numeric84 unique values
0 missing
Var51460numeric87 unique values
0 missing
Var51716numeric85 unique values
0 missing
Var51972numeric89 unique values
0 missing
Var52228numeric82 unique values
0 missing
Var52484numeric91 unique values
0 missing
Var52740numeric85 unique values
0 missing
Var52996numeric88 unique values
0 missing
Var53252numeric89 unique values
0 missing
Var53508numeric91 unique values
0 missing
Var53764numeric91 unique values
0 missing
Var54020numeric90 unique values
0 missing
Var54276numeric87 unique values
0 missing
Var54532numeric84 unique values
0 missing
Var54788numeric91 unique values
0 missing
Var55044numeric88 unique values
0 missing
Var55300numeric84 unique values
0 missing
Var55556numeric92 unique values
0 missing
Var55812numeric87 unique values
0 missing
Var56068numeric87 unique values
0 missing
Var56324numeric79 unique values
0 missing
Var56580numeric89 unique values
0 missing
Var56836numeric83 unique values
0 missing
Var57092numeric91 unique values
0 missing
Var57348numeric90 unique values
0 missing
Var57604numeric89 unique values
0 missing
Var57860numeric90 unique values
0 missing
Var58116numeric85 unique values
0 missing
Var58372numeric90 unique values
0 missing
Var58628numeric91 unique values
0 missing
Var58884numeric89 unique values
0 missing
Var5numeric89 unique values
0 missing
Var261numeric87 unique values
0 missing
Var517numeric87 unique values
0 missing
Var773numeric88 unique values
0 missing
Var1029numeric86 unique values
0 missing
Var1285numeric86 unique values
0 missing
Var1541numeric91 unique values
0 missing
Var1797numeric85 unique values
0 missing
Var2053numeric86 unique values
0 missing
Var2309numeric83 unique values
0 missing
Var2565numeric87 unique values
0 missing
Var2821numeric90 unique values
0 missing
Var3077numeric77 unique values
0 missing
Var3333numeric88 unique values
0 missing
Var3589numeric89 unique values
0 missing
Var3845numeric86 unique values
0 missing
Var4101numeric90 unique values
0 missing
Var4357numeric88 unique values
0 missing
Var4613numeric82 unique values
0 missing
Var4869numeric87 unique values
0 missing
Var5125numeric87 unique values
0 missing
Var5381numeric91 unique values
0 missing
Var5637numeric84 unique values
0 missing
Var5893numeric86 unique values
0 missing
Var6149numeric88 unique values
0 missing
Var6405numeric92 unique values
0 missing
Var6661numeric92 unique values
0 missing
Var6917numeric89 unique values
0 missing
Var7173numeric88 unique values
0 missing
Var7429numeric86 unique values
0 missing
Var7685numeric90 unique values
0 missing
Var7941numeric91 unique values
0 missing
Var8197numeric87 unique values
0 missing
Var8453numeric88 unique values
0 missing
Var8709numeric89 unique values
0 missing
Var8965numeric87 unique values
0 missing
Var9221numeric89 unique values
0 missing
Var9477numeric88 unique values
0 missing
Var9733numeric88 unique values
0 missing
Var9989numeric86 unique values
0 missing
Var10245numeric85 unique values
0 missing
Var10501numeric89 unique values
0 missing
Var10757numeric89 unique values
0 missing
Var11013numeric89 unique values
0 missing
Var11269numeric91 unique values
0 missing
Var11525numeric90 unique values
0 missing
Var11781numeric89 unique values
0 missing
Var12037numeric92 unique values
0 missing
Var12293numeric85 unique values
0 missing
Var12549numeric86 unique values
0 missing
Var12805numeric89 unique values
0 missing
Var13061numeric87 unique values
0 missing
Var13317numeric86 unique values
0 missing
Var13573numeric87 unique values
0 missing
Var13829numeric86 unique values
0 missing
Var14085numeric87 unique values
0 missing
Var14341numeric91 unique values
0 missing
Var14597numeric88 unique values
0 missing
Var14853numeric84 unique values
0 missing
Var15109numeric88 unique values
0 missing
Var15365numeric88 unique values
0 missing
Var15621numeric86 unique values
0 missing
Var15877numeric89 unique values
0 missing
Var16133numeric84 unique values
0 missing
Var16389numeric91 unique values
0 missing
Var16645numeric85 unique values
0 missing
Var16901numeric90 unique values
0 missing
Var17157numeric84 unique values
0 missing
Var17413numeric87 unique values
0 missing
Var17669numeric82 unique values
0 missing
Var17925numeric90 unique values
0 missing
Var18181numeric92 unique values
0 missing
Var18437numeric87 unique values
0 missing
Var18693numeric89 unique values
0 missing
Var18949numeric91 unique values
0 missing

19 properties

92
Number of instances (rows) of the dataset.
59005
Number of attributes (columns) of the dataset.
5
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.
59004
Number of numeric attributes.
1
Number of nominal attributes.
7
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.
0.36
Average class difference between consecutive instances.
0
Percentage of missing values.
641.36
Number of attributes divided by the number of instances.
100
Percentage of numeric attributes.
57.61
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
53
Number of instances belonging to the most frequent class.
7.61
Percentage of instances belonging to the least frequent class.

14 tasks

9 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Decision
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Decision
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: Decision
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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