Description Usage Arguments Examples
View source: R/mine_onemeasure.R
Function to compute one measure at time
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x |
a numeric vector (of size n), matrix or data frame (which is coerced to matrix). |
y |
NULL (default) or a numeric vector of size n (i.e., with compatible dimensions to x). |
alpha |
an optional number of cells allowed in the X-by-Y search-grid. Default value is 0.6 (see Details). |
C |
an optional number determining the starting point of the
X-by-Y search-grid. When trying to partition the x-axis into
X columns, the algorithm will start with at most |
est |
Default value is "mic_approx". With est="mic_approx" the original MINE statistics will be computed, with est="mic_e" the equicharacteristic matrix is is evaluated and the mic() and tic() methods will return MIC_e and TIC_e values respectively. |
measure |
character indicating the measure to extract. Default value "mic". Availiable values are: "mic", "mas", "mev", "mcn", "tic", "gmic". |
eps |
integer in [0,1]. If 'NULL' (default) it is set to 1-MIC. It can be set to zero for noiseless functions, but the default choice is the most appropriate parametrization for general cases (as stated in Reshef et al. SOM). It provides robustness. |
p |
probability for the generalized 'mic' |
norm |
boolean if require normalization between 0 and 1 for the 'tic' statistic |
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