Data
Cancer_Drug_Response_expression

Cancer_Drug_Response_expression

active ARFF CC BY-NC-ND 4.0 Visibility: public Uploaded 06-06-2024 by Jiahui Yu
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The dataset is obtained from Qiao Liu et al. (3).

698 features

Methotrexate_GDSC_1008 (target)numeric475 unique values
0 missing
LASP1numeric468 unique values
0 missing
TRIM24numeric426 unique values
0 missing
KLK2numeric109 unique values
0 missing
HOXA11numeric272 unique values
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CDKN2Cnumeric464 unique values
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SDHAF2numeric445 unique values
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CTNNB1numeric471 unique values
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PAFAH1B2numeric452 unique values
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GAS7numeric229 unique values
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HOXC11numeric235 unique values
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HOOK3numeric405 unique values
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CD79Bnumeric158 unique values
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STILnumeric429 unique values
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RFWD3numeric452 unique values
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PAX7numeric56 unique values
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ACSL3numeric472 unique values
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RHOHnumeric189 unique values
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BTKnumeric139 unique values
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SDC4numeric459 unique values
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CDKN1Anumeric461 unique values
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DEKnumeric470 unique values
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CD74numeric404 unique values
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ANK1numeric262 unique values
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ARnumeric160 unique values
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VHLnumeric451 unique values
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SMARCE1numeric468 unique values
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DDB2numeric452 unique values
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ERBB4numeric117 unique values
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KDM5Anumeric432 unique values
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PDGFRAnumeric167 unique values
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MAFnumeric172 unique values
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IGF2BP2numeric421 unique values
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SUZ12numeric446 unique values
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PER1numeric424 unique values
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PICALMnumeric467 unique values
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HNF1Anumeric197 unique values
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CALRnumeric473 unique values
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EEDnumeric454 unique values
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ARHGEF10Lnumeric389 unique values
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GATA2numeric392 unique values
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GPC5numeric86 unique values
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NT5C2numeric465 unique values
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CIITAnumeric234 unique values
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NFKB2numeric449 unique values
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TECnumeric316 unique values
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APOBEC3Bnumeric445 unique values
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MDM2numeric450 unique values
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MB21D2numeric379 unique values
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ARAFnumeric452 unique values
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HOXA9numeric291 unique values
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USP44numeric177 unique values
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MLLT10numeric440 unique values
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LCP1numeric393 unique values
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SOX2numeric226 unique values
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PCM1numeric463 unique values
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RAC1numeric474 unique values
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CDH17numeric113 unique values
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IDH2numeric472 unique values
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CICnumeric445 unique values
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ABI1numeric444 unique values
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P2RY8numeric132 unique values
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KEAP1numeric457 unique values
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RAD51Bnumeric418 unique values
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HSP90AA1numeric471 unique values
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XPAnumeric417 unique values
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EXT1numeric458 unique values
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MYCnumeric471 unique values
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FESnumeric235 unique values
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ERC1numeric429 unique values
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PIM1numeric447 unique values
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CSF1Rnumeric166 unique values
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XPO1numeric468 unique values
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IRF4numeric134 unique values
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LCKnumeric193 unique values
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HMGA1numeric473 unique values
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RBM10numeric450 unique values
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NUMA1numeric470 unique values
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RGS7numeric153 unique values
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CYLDnumeric421 unique values
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FBXO11numeric439 unique values
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EWSR1numeric472 unique values
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CYP2C8numeric78 unique values
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FANCFnumeric386 unique values
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NCOA1numeric411 unique values
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BCORnumeric427 unique values
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BCORL1numeric377 unique values
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ATICnumeric466 unique values
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EPS15numeric438 unique values
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CNOT3numeric448 unique values
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CD209numeric32 unique values
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FHnumeric469 unique values
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FUBP1numeric470 unique values
0 missing
EPAS1numeric434 unique values
0 missing
DDR2numeric241 unique values
0 missing
NFE2L2numeric466 unique values
0 missing
RBM15numeric409 unique values
0 missing
MSH6numeric463 unique values
0 missing
RELnumeric348 unique values
0 missing
BCL9numeric434 unique values
0 missing
H3F3Anumeric473 unique values
0 missing
PRRX1numeric187 unique values
0 missing
ERCC3numeric462 unique values
0 missing
RPL22numeric472 unique values
0 missing
ATP1A1numeric473 unique values
0 missing
SFPQnumeric472 unique values
0 missing
ELF3numeric368 unique values
0 missing
PRDM2numeric427 unique values
0 missing
FEVnumeric72 unique values
0 missing
MYCLnumeric318 unique values
0 missing
TGFBR2numeric436 unique values
0 missing
AKT3numeric379 unique values
0 missing
FCRL4numeric21 unique values
0 missing
SDHBnumeric466 unique values
0 missing
FBLN2numeric196 unique values
0 missing
ID3numeric465 unique values
0 missing
PTPN13numeric383 unique values
0 missing
MPLnumeric30 unique values
0 missing
GMPSnumeric471 unique values
0 missing
ARID1Anumeric455 unique values
0 missing
RPN1numeric473 unique values
0 missing
STAG1numeric420 unique values
0 missing
BAP1numeric464 unique values
0 missing
STK11numeric459 unique values
0 missing
PBRM1numeric446 unique values
0 missing
KMT2Anumeric440 unique values
0 missing
CASP3numeric449 unique values
0 missing
CREB1numeric444 unique values
0 missing
EBF1numeric190 unique values
0 missing
TNFAIP3numeric434 unique values
0 missing
TERTnumeric310 unique values
0 missing
MYBnumeric355 unique values
0 missing
ACSL6numeric125 unique values
0 missing
SGK1numeric442 unique values
0 missing
TLX3numeric118 unique values
0 missing
FOXO3numeric433 unique values
0 missing
HEY1numeric325 unique values
0 missing
CCND2numeric178 unique values
0 missing
RAD21numeric472 unique values
0 missing
SETnumeric473 unique values
0 missing
CSMD3numeric94 unique values
0 missing
CNTRLnumeric424 unique values
0 missing
COX6Cnumeric475 unique values
0 missing
PPP6Cnumeric446 unique values
0 missing
PSIP1numeric465 unique values
0 missing
NR4A3numeric146 unique values
0 missing
SYKnumeric303 unique values
0 missing
CSF3Rnumeric110 unique values
0 missing
WNK2numeric351 unique values
0 missing
KDSRnumeric446 unique values
0 missing
FAT3numeric143 unique values
0 missing
DNMT3Anumeric428 unique values
0 missing
WRNnumeric410 unique values
0 missing
BCL11Anumeric276 unique values
0 missing
TSHRnumeric100 unique values
0 missing
CD274numeric316 unique values
0 missing
CDX2numeric167 unique values
0 missing
KCNJ5numeric65 unique values
0 missing
NSD1numeric427 unique values
0 missing
SPOPnumeric447 unique values
0 missing
TSC1numeric403 unique values
0 missing
CEP89numeric417 unique values
0 missing
RETnumeric144 unique values
0 missing
PIK3CAnumeric418 unique values
0 missing
LMO1numeric134 unique values
0 missing
CXCR4numeric302 unique values
0 missing
PRKCBnumeric146 unique values
0 missing
ACVR2Anumeric364 unique values
0 missing
B2Mnumeric475 unique values
0 missing
FLT3numeric80 unique values
0 missing
NAB2numeric454 unique values
0 missing
RPL5numeric473 unique values
0 missing
STAT6numeric466 unique values
0 missing
PMS2numeric416 unique values
0 missing
SMAD3numeric460 unique values
0 missing
HNRNPA2B1numeric469 unique values
0 missing
CDK12numeric443 unique values
0 missing
FKBP9numeric457 unique values
0 missing
TPM4numeric475 unique values
0 missing
KIAA1549numeric376 unique values
0 missing
KMT2Dnumeric452 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
475
Number of instances (rows) of the dataset.
NumberOfFeatures
698
Number of attributes (columns) of the dataset.
NumberOfClasses
0
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
698
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
-0.92
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Dimensionality
1.47
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

1 tasks

Supervised Regression on Cancer_Drug_Response_expression
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: Methotrexate_GDSC_1008
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