Data
aws_spot_pricing_market

aws_spot_pricing_market

in_preparation ARFF Publicly available Visibility: public Uploaded 17-12-2018 by Henry Gouk
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Author: Benjamin Visser, Henry Gouk Source: [original](https://www.kaggle.com/noqcks/aws-spot-pricing-market) Please cite: A few months worth of Amazon AWS spot instance price history.

8 features

price (target)numeric36903 unique values
0 missing
monthnumeric4 unique values
0 missing
daynumeric31 unique values
0 missing
hournumeric24 unique values
0 missing
minutenumeric60 unique values
0 missing
instance_typenominal68 unique values
0 missing
operating_systemnominal3 unique values
0 missing
regionnominal28 unique values
0 missing
Show all 8 features

19 properties

NumberOfInstances
27410309
Number of instances (rows) of the dataset.
NumberOfFeatures
8
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
5
Number of numeric attributes.
NumberOfSymbolicFeatures
3
Number 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.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
0.26
Average class difference between consecutive instances.
PercentageOfNumericFeatures
62.5
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
37.5
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
Show all 19 properties

9 tasks

Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
Clustering on aws_spot_pricing_market
0 runs - estimation_procedure: 50 times Clustering
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