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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RHOA_3_49449530_49450530numeric254 unique values
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TSC1_9_135820020_135821020numeric215 unique values
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RALGDS_9_136006544_136007544numeric410 unique values
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TRAF7_16_2204798_2205798numeric230 unique values
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FHIT_3_61237135_61238135numeric205 unique values
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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.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
-0.71
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Dimensionality
1.7
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_methylation
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: Methotrexate_GDSC_1008
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