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CBDA (version 1.0.0)

Compressive Big Data Analytics

Description

Classification performed on Big Data. It uses concepts from compressive sensing, and implements ensemble predictor (i.e., 'SuperLearner') and knockoff filtering as the main machine learning and feature mining engines.

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Version

Install

install.packages('CBDA')

Monthly Downloads

10

Version

1.0.0

License

GPL-3

Issues

2

Pull Requests

0

Stars

14

Forks

4

Maintainer

Simeone Marino

Last Published

April 16th, 2018

Functions in CBDA (1.0.0)

CBDA_CleanUp

CBDA Clean up function for Compressive Big Data Analytics
CBDA_Stopping_Criteria

Stopping Criteria function for Compressive Big Data Analytics
CBDA_Top_Ranked

CBDA Top-Ranked selection function for Compressive Big Data Analytics
CBDA_Consolidation

CBDA Consolidation function for Compressive Big Data Analytics
CBDA_Stopping_Criteria.pipeline

Stopping Criteria function for Compressive Big Data Analytics
CBDA.training

Training/Learning Compressive Big Data Analytics - CBDA.training function
CBDA_initialization

CBDA Initialization function for Compressive Big Data Analytics
CBDA_Validation

CBDA Validation function for Compressive Big Data Analytics
CBDA_spectrum_plots

CBDA Spectrum plot function for Compressive Big Data Analytics
CBDA_Validation.pipeline

CBDA Validation function for Compressive Big Data Analytics - LONI pipeline version
CBDA_Consolidation.pipeline

CBDA Consolidation function for Compressive Big Data Analytics - LONI pipeline
CBDA

Main Compressive Big Data Analytics - CBDA function
CBDA.pipeline

Training/Leaning Step for Compressive Big Data Analytics - LONI PIPELINE