Data
AAPL_stock_price_2021_2022_2

AAPL_stock_price_2021_2022_2

active ARFF Publicly available Visibility: public Uploaded 19-05-2022 by Laurens Krudde
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Apple stock price of each work day since January 1st 2021. Contains highest price, lowest price, open, close, volume and adjusted close

6 features

Close (target)numeric336 unique values
0 missing
Highnumeric339 unique values
0 missing
Lownumeric341 unique values
0 missing
Opennumeric339 unique values
0 missing
Volumenumeric347 unique values
0 missing
Adj Closenumeric343 unique values
0 missing
Show all 6 features

19 properties

NumberOfInstances
348
Number of instances (rows) of the dataset.
NumberOfFeatures
6
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
6
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal 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
-1.01
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0.02
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Show all 19 properties

2 tasks

Supervised Regression on AAPL_stock_price_2021_2022_2
1 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: Close
Supervised Regression on AAPL_stock_price_2021_2022_2
1 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Close
Define a new task