Data
Honey_bee_Seasonal_mortality

Honey_bee_Seasonal_mortality

active ARFF Attribution-NoDerivs (CC BY-ND) Visibility: public Uploaded 30-06-2017 by Carsten Behring
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Data from https://doi.org/10.5281/zenodo.269636

39 features

ID_apinominal4758 unique values
0 missing
Seasonal_mortalitynumeric46 unique values
0 missing
Agenominal4 unique values
0 missing
Activitynominal3 unique values
0 missing
Beekeep_fornominal3 unique values
0 missing
Qualifnominal2 unique values
0 missing
Trainingnominal2 unique values
0 missing
Coop_treatnominal2 unique values
0 missing
Bee_population_sizenominal6 unique values
0 missing
Countrynominal16 unique values
0 missing
Apiary_Sizenominal5 unique values
0 missing
Productionnominal7 unique values
0 missing
Apiarist_booknominal2 unique values
0 missing
Org_membernominal2 unique values
0 missing
Continuenominal2 unique values
0 missing
Breednominal8 unique values
0 missing
Chronic_Depopnominal2 unique values
0 missing
ClinSign_Broodnominal2 unique values
0 missing
ClinSign_Honeybeesnominal2 unique values
0 missing
H_Rate_ColMortalitynominal2 unique values
0 missing
H_Rate_HoneyMortalitynominal2 unique values
0 missing
OtherEventnominal2 unique values
0 missing
VarroaMitesnominal2 unique values
0 missing
QueenProblemsnominal2 unique values
0 missing
Managementnominal8 unique values
0 missing
Swarm_boughtnominal5 unique values
0 missing
Swarm_producednominal5 unique values
0 missing
Queen_boughtnominal5 unique values
0 missing
Queen_producednominal5 unique values
0 missing
Environmentnominal7 unique values
0 missing
VarroosisV2nominal2 unique values
0 missing
ChronicParalysisV2nominal2 unique values
0 missing
AmericanFoulbroodV2nominal2 unique values
0 missing
NosemosisV2nominal2 unique values
0 missing
EuropeanFoulbroodV2nominal2 unique values
0 missing
Migrationnominal2 unique values
0 missing
Mergernominal2 unique values
0 missing
Winter_Mortality_Classnominal6 unique values
0 missing
Programnominal2 unique values
0 missing
Show all 39 features

19 properties

NumberOfInstances
4758
Number of instances (rows) of the dataset.
NumberOfFeatures
39
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
1
Number of numeric attributes.
NumberOfSymbolicFeatures
38
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
2.56
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
97.44
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
22
Number of binary attributes.
PercentageOfBinaryFeatures
56.41
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

14 tasks

Supervised Classification on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: H_Rate_ColMortality
Supervised Classification on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: mse - target_feature: H_Rate_ColMortality
Supervised Classification on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: kappa - target_feature: Winter_Mortality_Class
Supervised Classification on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: mean_precision - target_feature: Country
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
Clustering on Honey_bee_Seasonal_mortality
0 runs - estimation_procedure: 50 times Clustering
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