Type | Visibility | Attributes | Name | Initial | |||
---|---|---|---|---|---|---|---|
logical, | public | :: | columns_are_feature_names | = | .true. | ||
real(kind=real64), | public, | allocatable | :: | DataFrame(:,:) | |||
real(kind=real64), | public, | allocatable | :: | CovMatrix(:,:) | |||
real(kind=real64), | public, | allocatable | :: | EigenVector(:,:) | |||
real(kind=real64), | public, | allocatable | :: | EigenValue(:) |
procedure, public :: load => loadPCA | |
procedure, public :: standarize => standarizePCA | |
procedure, public :: run => runPCA | |
procedure, public :: principalComponent => principalComponentPCA |
Type | Intent | Optional | Attributes | Name | ||
---|---|---|---|---|---|---|
class(PCA_), | intent(in) | :: | obj |
Type | Intent | Optional | Attributes | Name | ||
---|---|---|---|---|---|---|
class(PCA_), | intent(inout) | :: | obj | |||
character(len=*), | intent(in), | optional | :: | filename | ||
real(kind=real64), | intent(in), | optional | :: | DataFrame(:,:) | ||
logical, | intent(in), | optional | :: | columns_are_feature_names | ||
integer(kind=int32), | intent(in), | optional | :: | num_feature |
Type | Intent | Optional | Attributes | Name | ||
---|---|---|---|---|---|---|
class(PCA_), | intent(inout) | :: | obj |