Data
rossmann_store_sales

rossmann_store_sales

active ARFF Publicly available Visibility: public Uploaded 14-08-2023 by Coenraad Middel
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Rossmann Store Sales from Kaggle with some pre-processing

18 features

Sales (target)numeric21584 unique values
0 missing
Storenominal1115 unique values
0 missing
DayOfWeeknominal7 unique values
0 missing
Promonominal2 unique values
0 missing
StateHolidaynominal4 unique values
0 missing
SchoolHolidaynominal2 unique values
0 missing
StoreTypenominal4 unique values
0 missing
Assortmentnominal3 unique values
0 missing
CompetitionDistancenumeric655 unique values
0 missing
Promo2SinceWeeknumeric25 unique values
0 missing
Promo2SinceYearnumeric8 unique values
0 missing
Yearnumeric3 unique values
0 missing
Monthnumeric12 unique values
0 missing
Daynumeric31 unique values
0 missing
WeekOfYearnumeric52 unique values
0 missing
CompetitionOpennumeric361 unique values
0 missing
PromoOpennumeric404 unique values
0 missing
IsPromoMonthnominal2 unique values
0 missing
Set (ignore)nominal3 unique values
0 missing
Show all 18 features

19 properties

NumberOfInstances
804056
Number of instances (rows) of the dataset.
NumberOfFeatures
18
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
10
Number of numeric attributes.
NumberOfSymbolicFeatures
8
Number of nominal attributes.
PercentageOfBinaryFeatures
16.67
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
-1393.92
Average class difference between consecutive instances.
PercentageOfNumericFeatures
55.56
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
44.44
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
3
Number of binary attributes.
Show all 19 properties

1 tasks

Supervised Regression on rossmann_store_sales
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: Sales
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