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AAPL_stock_price_2021_2022_1

AAPL_stock_price_2021_2022_1

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

6 features

Close (target)numeric335 unique values
0 missing
Date (row identifier)string347 unique values
0 missing
Opennumeric338 unique values
0 missing
Highnumeric338 unique values
0 missing
Lownumeric340 unique values
0 missing
Adj Closenumeric342 unique values
0 missing
Volumenumeric346 unique values
0 missing
Show all 6 features

19 properties

NumberOfInstances
347
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
-1.01
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_1
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: Close
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