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AAPL_stock_price_2021_2022

AAPL_stock_price_2021_2022

active ARFF Publicly available Visibility: public Uploaded 18-05-2022 by Perry
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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)numeric334 unique values
0 missing
Date (row identifier)string346 unique values
0 missing
Highnumeric337 unique values
0 missing
Lownumeric339 unique values
0 missing
Opennumeric337 unique values
0 missing
Volumenumeric345 unique values
0 missing
Adj Closenumeric341 unique values
0 missing
Show all 6 features

19 properties

NumberOfInstances
346
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.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
-0.99
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
0.02
Number of attributes divided by the number of instances.
Show all 19 properties

1 tasks

Supervised Regression on AAPL_stock_price_2021_2022
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: Close
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