Man pages for laperez/Clustering
Execution of Multiple Clustering Algorithm

aggExCluster_euclideanMethod that runs the aggExcluster algorithm using the...
agnes_euclidean_methodMethod that runs the agnes algorithm using the euclidean...
agnes_manhattan_methodMethod that runs the agnes algorithm using the manhattan...
algorithm_advclustAdvclust package algorithms
algorithm_amapamap package algorithms
algorithm_apclusterapcluster package algorithms
algorithm_clustercluster package algorithms
algorithm_clusterrClusterR package algorithms
algorithm_gamagama package algorithms
algorithm_pvclustpvclust package algorithms
algorithmsMethod that returns the list of used algorithms
algorithms_packageMethod that returns all the algorithms executed by the...
apclusterK_euclideanMethod that runs the apclusterK algorithm using the euclidean...
apclusterK_manhattanMethod that runs the apclusterK algorithm using the manhattan...
apclusterK_minkowskiMethod that runs the apclusterK algorithm using the minkowski...
appClusteringClustering GUI.
basketballThis data set contains a series of statistics (5 attributes)...
best_ranked_external_metricsBest rated external metrics.
best_ranked_internal_metricsBest rated internal metrics.
boltsData from an experiment on the affects of machine adjustments...
calculate_best_external_variables_by_metricsMethod that calculates the best rated external metrics
calculate_best_internal_variables_by_metricsMethod that calculates the best rated internal metrics
calculate_best_validation_external_by_metricsMethod that calculates which algorithm and which metric...
calculate_best_validation_internal_by_metricsMethod that calculates which algorithm and which metric...
calculate_connectivityMethod to calculate the connectivity
calculate_dunnMethod to calculate the dunn
calculate_resultMethod that returns the value or variable depending on where...
calculate_validation_external_by_metricsMethod that calculates which algorithm behaves best for the...
calculate_validation_internal_by_metricsMethod that calculates which algorithm behaves best for the...
clara_euclidean_methodMethod that runs the clara algorithm using the euclidean...
clara_manhattan_methodMethod that runs the clara algorithm using the manhattan...
clusteringClustering algorithm.
connectivity_metricMethod to calculate the connectivity
convert_numeric_matrixMethod that converts a matrix into numerical format
convert_tableMethod in charge of creating a table from an array with the...
daisy_euclidean_methodMethod that runs the daisy algorithm using the euclidean...
daisy_gower_methodMethod that runs the daisy algorithm using the gower metric...
daisy_manhattan_methodMethod that runs the daisy algorithm using the manhattan...
datasetTestDataset with training data. The data is obtained from running...
detect_definition_attributeMethod in charge of detecting the limit of a dataset header.
diana_euclidean_methodMethod that runs the diana algorithm using the euclidean...
dunn_metricMethod to calculate the dunn
entropy_formulaMethod for calculating entropy
entropy_metricMethod to calculate the entropy
evaluate_all_column_datasetMethod in charge of calculating the average for all datasets...
evaluate_best_validation_external_by_metricsEvaluation of the algorithms by measures of dissimilarity.
evaluate_best_validation_internal_by_metricsEvaluation of the algorithms by measures of dissimilarity.
evaluate_validation_external_by_metricsEvaluate external validations by algorithm.
evaluate_validation_internal_by_metricsEvaluate internal validations by algorithm.
execute_datasetsEvaluation clustering algorithm.
execute_package_parallelEvaluation clustering algorithm.
export_file_externalExport result of external metrics in latex.
export_file_internalExport result of internal metrics in latex.
extension_fileMethod that return the extension of a file
external_validationMethod that applicate differents external metrics about a...
fanny_euclidean_methodMethod that runs the fanny algorithm using the euclidean...
fanny_manhattan_methodMethod that runs the fanny algorithm using the manhattan...
fill_cluster_vectorMethod that fill vector
fmeasure_metricMethod to calculate the f_measure
fowlkes_mallows_index_metricMethod to calculate the fowlkes and mallows
fuzzy_cm_methodMethod that runs the fuzzy.CM algorithm using the Euclidean...
fuzzy_gg_methodMethod that runs the fuzzy.GG algorithm using the Euclidean...
fuzzy_gk_methodMethod that runs the fuzzy.GK algorithm using the Euclidean...
gamaMethod that runs the gama algorithm using the Euclidean...
gmm_euclidean_methodMethod that runs the GMM algorithm using the Euclidean metric...
gmm_manhattan_methodMethod that runs the GMM algorithm using the Manhattan metric...
hclust_euclideanMethod that runs the gama hcluster using the Euclidean metric...
information_externalMethod that returns an array with the external information of...
information_internalMethod that returns an array with the internal information of...
initializeExternalValidationMethod that return a list of internal validation initialized...
initializeInternalValidationMethod that return a list of external validation initialized...
internal_validationMethod that applicate differents internal metrics about a...
is_External_MetricsMethod that checks for external metrics
is_Internal_MetricsMethod that checks for internal metrics
kmeans_arma_methodMethod that runs the KMeans_arma algorithm using the...
kmeans_rcpp_methodMethod that runs the KMeans_rcpp algorithm using the...
max_value_metricMethod that return max value of metric
measure_advclustMetrics of the advclust algorithm
measure_amapMetrics of the amap algorithm
measure_apclusterMetrics of the apcluster algorithm
measure_calculateMethod that returns all the measures executed by the package...
measure_clusterMetrics of the cluster algorithm
measure_clusterrMetrics of the ClusterR algorithm
measure_gamaMetrics of the gama algorithm
measure_packageMethod that returns all the measures executed by the package
measure_pvclustMetrics of the pvclust algorithm
metricsMethod that returns the list of used metrics
metrics_calculateMethod in charge of verifying the implemented metrics
metrics_externalMethod that returns the list of used external metrics
metrics_internalMethod that returns the list of used internal metrics
mini_kmeans_methodMethod that runs the MiniBatchKmeans algorithm using the...
mona_methodMethod that runs the mona algorithm to make an external or...
number_columnas_externalMethod that returns how many external metrics there are in...
number_columnas_internalMethod that returns how many internal metrics there are in...
number_variables_datasetMethod that returns the number of variables in a dataset...
packagesMethod that returns the list of used packages
pam_euclidean_methodMethod that runs the pam algorithm using the Euclidean metric...
pam_manhattan_methodMethod that runs the pam algorithm using the Manhattan metric...
path_datasetMethod that return a list of files that exists in a directory
plot_clusteringGraphic representation of the evaluation measures.
precision_metricMethod to calculate the precision
pvclust_correlation_methodMethod that runs the pvclust algorithm using the Correlation...
pvclust_euclidean_methodMethod that runs the pvclust algorithm using the Euclidean...
pvpick_methodMethod that runs the pvpick algorithm to make an external or...
read_fileMethod that converts a dataset into a matrix
recall_metricMethod to calculate the recall
result_external_algorithm_by_metricExternal results by algorithm
result_internal_algorithm_by_metricInternal results by algorithm
row_name_df_externalMethod in charge of obtaining those metrics that are external...
row_name_df_internalMethod in charge of obtaining those metrics that are internal...
show_result_external_algorithm_by_metricMethod that returns a table with the algorithm and the metric...
show_result_internal_algorithm_by_metricMethod that returns a table with the algorithm and the metric...
silhouette_metricMethod to calculate the silhouette
sort.clusteringReturns the clustering result sorted by a set of metrics.
specify_decimalMethod that format a number with four digits
stockThe data provided are daily stock prices from January 1988...
stulongThe study was performed at the 2nd Department of Medicine,...
sub-.clusteringFilter metrics in a 'clustering' object returning a new...
variation_information_metricMethod to calculate the variation information
weatherOne of the most known testing data sets in machine learning....
laperez/Clustering documentation built on Aug. 1, 2020, 12:54 p.m.