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sod1_mouse

in_preparation ARFF Public Domain (CC0) Visibility: public Uploaded 04-06-2018 by Bilge Celik
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Gene expression data from two separate strains of mice: C57 and 129Sv in wild type and SOD1 mutant strains.

64 features

GSM1128295_129Sv.PRESYMPT_G.2513.CEL.gz	numeric	45101 unique values 0 missing
GSM1128296_129Sv.PRESYMPT_G.2520.CEL.gz	numeric	45101 unique values 0 missing
GSM1128297_129Sv.PRESYMPT_G.2503.CEL.gz	numeric	45101 unique values 0 missing
GSM1128298_129Sv.PRESYMPT_G.2512.CEL.gz	numeric	45101 unique values 0 missing
GSM1128299_129Sv.PRESYMPT_C.2505.CEL.gz	numeric	45101 unique values 0 missing
GSM1128300_129Sv.PRESYMPT_C.2517.CEL.gz	numeric	45101 unique values 0 missing
GSM1128301_129Sv.PRESYMPT_C.2518.CEL.gz	numeric	45101 unique values 0 missing
GSM1128302_129Sv.PRESYMPT_C.2519.CEL.gz	numeric	45101 unique values 0 missing
GSM1128303_C57-PRESYMPT_G93A.2493.CEL.gz	numeric	45101 unique values 0 missing
GSM1128304_C57-PRESYMPT_G93A.2494.CEL.gz	numeric	45101 unique values 0 missing
GSM1128305_C57-PRESYMPT_G93A.2461.CEL.gz	numeric	45101 unique values 0 missing
GSM1128306_C57-PRESYMPT_G93A.2496.CEL.gz	numeric	45101 unique values 0 missing
GSM1128307_C57-PRESYMPT_C.2463.CEL.gz	numeric	45101 unique values 0 missing
GSM1128308_C57-PRESYMPT_C.2475.CEL.gz	numeric	45101 unique values 0 missing
GSM1128309_C57-PRESYMPT_C.2472.CEL.gz	numeric	45101 unique values 0 missing
GSM1128310_C57-PRESYMPT_C.2471.CEL.gz	numeric	45101 unique values 0 missing
GSM1128311_129sv.ONSET_G.1358.CEL.gz	numeric	45101 unique values 0 missing
GSM1128312_129sv.ONSET_G.1391.CEL.gz	numeric	45101 unique values 0 missing
GSM1128313_129sv.ONSET_G.1395.CEL.gz	numeric	45101 unique values 0 missing
GSM1128314_129sv.ONSET_G.1373.CEL.gz	numeric	45101 unique values 0 missing
GSM1128315_129sv.ONSET_C.1390.2.CEL.gz	numeric	45101 unique values 0 missing
GSM1128316_129sv.ONSET_C.1396.CEL.gz	numeric	45101 unique values 0 missing
GSM1128317_129sv.ONSET_C.1372.CEL.gz	numeric	45101 unique values 0 missing
GSM1128318_129sv.ONSET_C.1357.2.CEL.gz	numeric	45101 unique values 0 missing
GSM1128319_C57.ONSET_G1409.CEL.gz	numeric	45101 unique values 0 missing
GSM1128320_C57.ONSET_G1454.CEL.gz	numeric	45101 unique values 0 missing
GSM1128321_C57.ONSET_G1482.CEL.gz	numeric	45101 unique values 0 missing
GSM1128322_C57.ONSET_G1483.CEL.gz	numeric	45101 unique values 0 missing
GSM1128323_C57.ONSET_C1455.CEL.gz	numeric	45101 unique values 0 missing
GSM1128324_C57.ONSET_C1408.CEL.gz	numeric	45101 unique values 0 missing
GSM1128325_C57.ONSET_C1478.CEL.gz	numeric	45101 unique values 0 missing
GSM1128326_C57.ONSET_C1481.CEL.gz	numeric	45101 unique values 0 missing
GSM1128327_129sv.SYMPT_G93A.1308.CEL.gz	numeric	45101 unique values 0 missing
GSM1128328_129sv.SYMPT_G93A.1306.CEL.gz	numeric	45101 unique values 0 missing
GSM1128329_129sv.SYMPT_G93A.1327.CEL.gz	numeric	45101 unique values 0 missing
GSM1128330_129sv.SYMPT_G93A.1330.CEL.gz	numeric	45101 unique values 0 missing
GSM1128331_129sv.SYMPT_C.1331.CEL.gz	numeric	45101 unique values 0 missing
GSM1128332_129sv.SYMPT_C.1328.CEL.gz	numeric	45101 unique values 0 missing
GSM1128333_129sv.SYMPT_C.1309.CEL.gz	numeric	45101 unique values 0 missing
GSM1128334_129sv.SYMPT_C.1305.CEL.gz	numeric	45101 unique values 0 missing
GSM1128335_C57.SYMPT_G.544.CEL.gz	numeric	45101 unique values 0 missing
GSM1128336_C57.SYMPT_G.523.CEL.gz	numeric	45101 unique values 0 missing
GSM1128337_C57.SYMPT_G.532.CEL.gz	numeric	45101 unique values 0 missing
GSM1128338_C57.SYMPT_G.545.CEL.gz	numeric	45101 unique values 0 missing
GSM1128339_C57.SYMPT_C.543.CEL.gz	numeric	45101 unique values 0 missing
GSM1128340_C57.SYMPT_C.524.CEL.gz	numeric	45101 unique values 0 missing
GSM1128341_C57.SYMPT_C.520.CEL.gz	numeric	45101 unique values 0 missing
GSM1128342_C57.SYMPT_C.534.CEL.gz	numeric	45101 unique values 0 missing
GSM1128343_ENDSTAGE.129SV_G.3388.CEL.gz	numeric	45101 unique values 0 missing
GSM1128344_ENDSTAGE.129SV_G.3376.CEL.gz	numeric	45101 unique values 0 missing
GSM1128345_ENDSTAGE.129SV_G.3399.CEL.gz	numeric	45101 unique values 0 missing
GSM1128346_ENDSTAGE.129SV_G.3365.CEL.gz	numeric	45101 unique values 0 missing
GSM1128347_ENDSTAGE.129SV_C.3387.CEL.gz	numeric	45101 unique values 0 missing
GSM1128348_ENDSTAGE.129SV_C.3368.CEL.gz	numeric	45101 unique values 0 missing
GSM1128349_ENDSTAGE.129SV_C.3383.CEL.gz	numeric	45101 unique values 0 missing
GSM1128350_ENDSTAGE.129SV_C.3357.CEL.gz	numeric	45101 unique values 0 missing
GSM1128351_ENDSTAGE.C57_G.3253.CEL.gz	numeric	45101 unique values 0 missing
GSM1128352_ENDSTAGE.C57_G.3260.CEL.gz	numeric	45101 unique values 0 missing
GSM1128353_ENDSTAGE.C57_G.3259.CEL.gz	numeric	45101 unique values 0 missing
GSM1128354_ENDSTAGE.C57_G.3252.CEL.gz	numeric	45101 unique values 0 missing
GSM1128355_ENDSTAGE.C57_C.3254.CEL.gz	numeric	45101 unique values 0 missing
GSM1128356_ENDSTAGE.C57_C.3256.CEL.gz	numeric	45101 unique values 0 missing
GSM1128357_ENDSTAGE.C57_C.3261.CEL.gz	numeric	45101 unique values 0 missing
GSM1128358_ENDSTAGE.C57_C.3258.CEL.gz	numeric	45101 unique values 0 missing

Show all 64 features

62 properties

NumberOfInstances

45101

Number of instances (rows) of the dataset.

NumberOfFeatures

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile2KurtosisOfNumericAtts

-0.24

Second quartile (Median) of kurtosis among attributes of the numeric type.

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MeanSkewnessOfNumericAtts

-0.37

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.26

Second quartile (Median) of means among attributes of the numeric type.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

3.89

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

-0.39

Second quartile (Median) of skewness among attributes of the numeric type.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-0.55

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

3.91

Second quartile (Median) of standard deviation of attributes of the numeric type.

MaxKurtosisOfNumericAtts

0.36

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

1.12

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

1.56

Maximum of means among attributes of the numeric type.

MinMutualInformation

Minimal mutual information between the nominal attributes and the target attribute.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

-0.14

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MinNominalAttDistinctValues

The minimal number of distinct values among attributes of the nominal type.

PercentageOfNumericFeatures

100

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

1.32

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-0.63

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

MaxSkewnessOfNumericAtts

0.01

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

3.55

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

-0.26

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

4.24

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.35

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

Third quartile of standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.19

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

MeanKurtosisOfNumericAtts

-0.23

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

MeanMeansOfNumericAtts

1.26

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.48

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

Average class difference between consecutive instances.

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

Quartile1StdDevOfNumericAtts

3.8

First quartile of standard deviation of attributes of the numeric type.

Show all 62 properties