Execution of Multiple Clustering Algorithm


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Documentation for package ‘Clustering’ version 1.6

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basketball This data set contains a series of statistics (5 attributes) about 96 basketball players:
best_ranked_external_metrics Method that calculates the best rated external metrics
best_ranked_internal_metrics Method that calculates the best rated internal metrics
bolts Data from an experiment on the affects of machine adjustments on the time to count bolts.
clustering Execute a list of datasets from a route or a dataframe
evaluate_best_validation_external_by_metrics Method that calculates which algorithm and which metric behaves best for the datasets provided
evaluate_best_validation_internal_by_metrics Method that calculates which algorithm and which metric behaves best for the datasets provided
evaluate_validation_external_by_metrics Method that calculates which algorithm behaves best for the datasets provided
evaluate_validation_internal_by_metrics Method that calculates which algorithm behaves best for the datasets provided
plot_external_validation Method that graphically compares external evaluation metrics
plot_internal_validation Method that graphically compares internal evaluation metrics
result_external_algorithm_by_metric Method that returns a table with the algorithm and the metric indicated as parameters
result_internal_algorithm_by_metric Method that returns a table with the algorithm and the metric indicated as parameters
stock The data provided are daily stock prices from January 1988 through October 1991, for ten aerospace companies.
stulong The study was performed at the 2nd Department of Medicine, 1st Faculty of Medicine of Charles University and Charles University Hospital. The data were transferred to electronic form by the European Centre of Medical Informatics, Statisticsand Epidemiology of Charles University and Academy of Sciences.
weather One of the most known testing data sets in machine learning. This data sets describes several situations where the weather is suitable or not to play sports, depending on the current outlook, temperature, humidity and wind.