Data
Cancer_Drug_Response_methylation

Cancer_Drug_Response_methylation

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).

809 features

Methotrexate_GDSC_1008 (target)numeric475 unique values
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FNBP1_9_132805473_132806473numeric463 unique values
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FES_15_91426687_91427687numeric426 unique values
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SETD2_3_47205467_47206467numeric266 unique values
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ABL1_9_133588267_133589267numeric333 unique values
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FES_15_91427275_91428275numeric435 unique values
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RHOA_3_49449530_49450530numeric254 unique values
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TSC2_16_2096895_2097895numeric308 unique values
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BAP1_3_52444121_52445121numeric279 unique values
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TSC1_9_135820020_135821020numeric215 unique values
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TSC2_16_2097202_2098202numeric342 unique values
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RALGDS_9_135996637_135997637numeric192 unique values
0 missing
NTHL1_16_2097870_2098870numeric299 unique values
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CACNA1D_3_53528075_53529075numeric422 unique values
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RALGDS_9_136006544_136007544numeric410 unique values
0 missing
TRAF7_16_2204798_2205798numeric230 unique values
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FHIT_3_61237135_61238135numeric205 unique values
0 missing
RALGDS_9_136024607_136025607numeric297 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
475
Number of instances (rows) of the dataset.
NumberOfFeatures
809
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
809
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
-0.71
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
1.7
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
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_methylation
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: Methotrexate_GDSC_1008
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