simplePerc: Simple Perceptron
In prd90/simplePerc: Single layer Perceptron
Description
Usage
Arguments
Value
See Also
Examples
Description
A single layer perceptron
Usage
1
simplePerc(X, yt, act.fn = "step", niter = 20, lrate = 0.6)
Arguments
X
Data frame with numeric columns
yt
Training labels (numeric)
act.fn
Activation function. Accepts "step","relu", "sigmoid", "tanh" and "gauss". Step is the default value.
niter
Number of iterations. Default is 20
lrate
Learning rate. Default is 0.6
Value
A list of errors at each iteration in classification
See Also
Sonar
Sonar data set
Examples
1
err = simplePerc(X,yt,"step",30,0.4)
prd90/simplePerc documentation built on May 13, 2019, 6:15 p.m.
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Description Usage Arguments Value See Also Examples
Description
A single layer perceptron
Usage
1 | simplePerc(X, yt, act.fn = "step", niter = 20, lrate = 0.6)
|
Arguments
X |
Data frame with numeric columns |
yt |
Training labels (numeric) |
act.fn |
Activation function. Accepts "step","relu", "sigmoid", "tanh" and "gauss". Step is the default value. |
niter |
Number of iterations. Default is 20 |
lrate |
Learning rate. Default is 0.6 |
Value
A list of errors at each iteration in classification
See Also
Sonar Sonar data set
Examples
1 | err = simplePerc(X,yt,"step",30,0.4)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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