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titanic_2

titanic_2

active ARFF Publicly available Visibility: public Uploaded 19-05-2020 by sri ranga sai
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titanic surviual prediction

8 features

Survivednumeric2 unique values
0 missing
Pclassnumeric3 unique values
0 missing
Sexnumeric2 unique values
0 missing
Agenumeric7 unique values
0 missing
Farenumeric6 unique values
0 missing
Embarkednumeric3 unique values
0 missing
relativesnumeric9 unique values
0 missing
Titlenumeric5 unique values
0 missing
Show all 8 features

19 properties

NumberOfInstances
891
Number of instances (rows) of the dataset.
NumberOfFeatures
8
Number of attributes (columns) of the dataset.
NumberOfClasses
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
8
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.01
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

8 tasks

Supervised Regression on titanic_2
20 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: Survived
Clustering on titanic_2
0 runs - estimation_procedure: 50 times Clustering
Clustering on titanic_2
0 runs - estimation_procedure: 50 times Clustering
Clustering on titanic_2
0 runs - estimation_procedure: 50 times Clustering
Clustering on titanic_2
0 runs - estimation_procedure: 50 times Clustering
Clustering on titanic_2
0 runs - estimation_procedure: 50 times Clustering
Clustering on titanic_2
0 runs - estimation_procedure: 50 times Clustering
Clustering on titanic_2
0 runs - estimation_procedure: 50 times Clustering
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