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Technical-Indicator-Backtest

Technical-Indicator-Backtest

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Stewart
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Context Using TA-Lib : Technical Analysis Library. Backtest on the SPY Index data, using support and resistance indicators or any other indicator. Content Data contains daily SPY Index: Date Open High Low Close Adj Close Volume Acknowledgements Support for Resistance: Technical Analysis WIKI link: https://en.wikipedia.org/wiki/Support_and_resistance Inspiration Do your best for the backtest and technical indicator implementation

7 features

Datestring6126 unique values
0 missing
Opennumeric4725 unique values
0 missing
Highnumeric4767 unique values
0 missing
Lownumeric4736 unique values
0 missing
Closenumeric4760 unique values
0 missing
Adj_Closenumeric4760 unique values
0 missing
Volumenumeric6055 unique values
0 missing
Show all 7 features

19 properties

NumberOfInstances
6126
Number of instances (rows) of the dataset.
NumberOfFeatures
7
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
6
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
85.71
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
Number of attributes divided by the number of instances.
Show all 19 properties

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