View source: R/summary.nda.R View source: R/nda.R

summary.nda | R Documentation |

Print summary of Generalized Network-based Dimensionality Reduction and Analysis (GNDA)

```
## S3 method for class 'nda'
summary(object, digits = getOption("digits"), ...)
```

`object` |
an object of class 'nda'. |

`digits` |
the number of significant digits to use when |

`...` |
additional arguments affecting the summary produced. |

Zsolt T. Kosztyan*, Marcell T. Kurbucz, Attila I. Katona

e-mail*: kzst@gtk.uni-pannon.hu

`biplot`

, `plot`

, `ndr`

.

```
# Example of summary function of NDA without feature selection
data("CrimesUSA1990.X")
df<-CrimesUSA1990.X
p<-ndr(df)
summary(p)
# Example of summary function of NDA with feature selection
# minimal eigen values (min_evalue) is 0.0065
# minimal communality value (min_communality) is 0.1
# minimal common communality value (com_communalities) is 0.1
p<-ndr(df,min_evalue = 0.0065,min_communality = 0.1,com_communalities = 0.1)
summary(p)
```

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