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Flora

Flora

active sparse_arff Publicly available Visibility: public Uploaded 09-10-2020 by Arnold
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% Title: Flora % Source: https://automl.chalearn.org/data % % Dataset from the first ChaLearn AutoML challenge (2014). % Only the training data is included, as there were no labels for validation and test set. %

200001 features

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Show first 100 features

19 properties

NumberOfInstances
15000
Number of instances (rows) of the dataset.
NumberOfFeatures
200001
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
200001
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
0.3
Average class difference between consecutive instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Dimensionality
13.33
Number of attributes divided by the number of instances.
Show all 19 properties

4 tasks

Supervised Regression on Flora
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: target
Supervised Regression on Flora
0 runs - estimation_procedure: 33% Holdout set - target_feature: target
Clustering on Flora
0 runs - estimation_procedure: 50 times Clustering
Clustering on Flora
0 runs - estimation_procedure: 50 times Clustering
Define a new task