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1000-Cameras-Dataset

1000-Cameras-Dataset

active ARFF CC BY-SA 3.0 Visibility: public Uploaded 24-03-2022 by Dustin Carrion
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Context Some camera enthusiast went and described 1,000 cameras based on 13 properties! Content Row one describes the datatype for each column and can probably be removed. The 13 properties of each camera: Model Release date Max resolution Low resolution Effective pixels Zoom wide (W) Zoom tele (T) Normal focus range Macro focus range Storage included Weight (inc. batteries) Dimensions Price Acknowledgements These datasets have been gathered and cleaned up by Petra Isenberg, Pierre Dragicevic and Yvonne Jansen. The original source can be found here. This dataset has been converted to CSV.

13 features

Price (target)numeric43 unique values
0 missing
Modelstring1038 unique values
0 missing
Release_datenumeric14 unique values
0 missing
Max_resolutionnumeric99 unique values
0 missing
Low_resolutionnumeric70 unique values
0 missing
Effective_pixelsnumeric16 unique values
0 missing
Zoom_wide_(W)numeric25 unique values
0 missing
Zoom_tele_(T)numeric100 unique values
0 missing
Normal_focus_rangenumeric32 unique values
0 missing
Macro_focus_rangenumeric29 unique values
1 missing
Storage_includednumeric44 unique values
2 missing
Weight_(inc._batteries)numeric237 unique values
2 missing
Dimensionsnumeric101 unique values
2 missing
Show all 13 features

19 properties

NumberOfInstances
1038
Number of instances (rows) of the dataset.
NumberOfFeatures
13
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
7
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
2
Number of instances with at least one value missing.
NumberOfNumericFeatures
12
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.01
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
92.31
Percentage of numeric 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
0.19
Percentage of instances having missing values.
AutoCorrelation
-158.52
Average class difference between consecutive instances.
PercentageOfMissingValues
0.05
Percentage of missing values.
Show all 19 properties

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