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FactoRizationMachines (version 0.35)

Machine Learning with Higher-Order Factorization Machines

Description

Implementation of different machine learning approaches: Support Vector Machine with a linear kernel, second-order Factorization Machine, higher-order Factorization Machine, and adaptive-order Factorization Machine.

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Version

Install

install.packages('FactoRizationMachines')

Monthly Downloads

32

Version

0.35

License

CC BY-NC-ND 4.0

Maintainer

Julian Knoll

Last Published

October 18th, 2017

Functions in FactoRizationMachines (0.35)

FM.train

Method training a second-order Factorization Machine
HoFM.train

Method training a higher-order Factorization Machine
FactoRizationMachines

FactoRizationMachines
SVM.train

Method training a Support Vector Machine
summary.FMmodel

Summary and Print Method for FMmodel Objects
KnoFM.train

Knowledge-extracting or adaptive-order Factorization Machine
predict.FMmodel

Predict Method for FMmodel Objects