Description Usage Arguments Value References See Also Examples
View source: R/predict.Immigrate.R
This function performs the predition for Immigrate(Iterative Max-Min Entropy Margin-Maximization with Interaction Terms) algorithm.
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object |
result of Immigrate algorithm |
xx |
model matrix of explanatory variables |
yy |
label vector |
newx |
new model matrix to be predicted |
sig |
sigma used in prediction function, default to be 1. Refer to the prediction function in the link below for more details |
type |
the form of final output, default to be "both". One can also choose "response"(predicted probabilities) or "class"(predicted labels). |
... |
further arguments passed to or from other methods |
response |
predicted probabilities for new data (newx) |
class |
predicted class labels for new data (newx) |
Zhao, Ruzhang, Pengyu Hong, and Jun S. Liu. "IMMIGRATE: A Margin-based Feature Selection Method with Interaction Terms." Entropy 22.3 (2020): 291.
Please refer to https://www.mdpi.com/1099-4300/22/3/291/htm for more details.
Please refer to https://github.com/RuzhangZhao/Immigrate/ for implementation demo.
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