Co-Information based N-Order Epistasis Detector and Visualizer


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Documentation for package ‘CINOEDV’ version 2.0

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CINOEDV-package Co-Information based N-Order Epistasis Detector and Visualizer
BatCINOEDV Batch mode for using CINOEDV
CheckVerticeType Test Vertice Type
CINOEDV Co-Information based N-Order Epistasis Detector and Visualizer
CINOEDV_Main Co-Information based N-Order Epistasis Detector and Visualizer
class Class labels of samples
CoInformation Co-Information Computation
CombinationEntropy Combination Entropy Computation
ConstructCompleteGraph Construct complete graph
DegreeAnalysis Degree analysis of real vertices
Edges Edges of constructed graphs
EvaluationMeasure Evaluation Measure
ExhaustiveSearch Exhaustive Search
FiveEffect Interaction Effects of five-SNP combinations
FourEffect Interaction Effects of four-SNP combinations
HeatMapFactor Heatmap function
InputData Input data
InstallPackage Install CINOEDV used packages
NetworkData Collect vertices and edges for network construction
NormalizationEffect Normalization Effect
NotationName Notation of real SNP Name
PlotTopEffects Plot top n effects with their corresponding SNPs or SNP-combinations
PSOSearch PSO Search
pts SNP data
SingleEffect Main Effects of SNPs
SubgraphSplit Split subgraphs
TestMaxOrder Test the parameter MaxOrder
TestNumberThreshold Test the parameter NumberThreshold
TestPSOParameters Check the PSO parameters
TestRatioThreshold Test the parameter RatioThreshold
TestSNPNameFile Test the parameter TestSNPNameFile
ThreeEffect Interaction Effects of three-SNP combinations
tic Start stopwatch timer
toc Read elasped time from stopwatch
TwoEffect Interaction Effects of two-SNP combinations
Vertices Vertices of constructed graphs