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llama (version 0.6)
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
418
Version
0.6
License
BSD_3_clause + file LICENSE
Maintainer
Lars Kotthoff
Last Published
April 29th, 2014
Functions in llama (0.6)
Search functions
input
Read data
misc
Convenience functions
classifyPairs
Classification model for pairs of algorithms
cluster
Cluster model
regression
Regression model
trainTest
Train / test split
satsolvers
Example data for Leveraging Learning to Automatically Manage Algorithms
llama-package
Leveraging Learning to Automatically Manage Algorithms
cvFolds
Cross-validation folds
classify
Classification model
misclassificationPenalties
Misclassification penalty
normalize
Normalize features
imputeCensored
Impute censored values
featureFilter
Feature filtering
analysis
Analysis functions
parscores
Penalized average runtime score
successes
Success