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llama (version 0.7.2)
Leveraging Learning to Automatically Manage Algorithms
Description
Provides functionality to train and evaluate algorithm selection models for portfolios.
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Install
install.packages('llama')
Monthly Downloads
393
Version
0.7.2
License
BSD_3_clause + file LICENSE
Maintainer
Lars Kotthoff
Last Published
September 20th, 2014
Functions in llama (0.7.2)
Search functions
cvFolds
Cross-validation folds
featureFilter
Feature filtering
analysis
Analysis functions
misclassificationPenalties
Misclassification penalty
imputeCensored
Impute censored values
input
Read data
trainTest
Train / test split
successes
Success
regression
Regression model
normalize
Normalize features
llama-package
Leveraging Learning to Automatically Manage Algorithms
satsolvers
Example data for Leveraging Learning to Automatically Manage Algorithms
regressionPairs
Regression model for pairs of algorithms
classify
Classification model
parscores
Penalized average runtime score
misc
Convenience functions
classifyPairs
Classification model for pairs of algorithms
cluster
Cluster model