annealcue | lemur::cluster::PLSA | [private] |
bestA | lemur::cluster::PLSA | [private] |
bestDataLogLikelihood() | lemur::cluster::PLSA | [private] |
bestOnly | lemur::cluster::PLSA | [private] |
bestTestLL | lemur::cluster::PLSA | [private] |
beta | lemur::cluster::PLSA | [private] |
betaMin | lemur::cluster::PLSA | [private] |
betaModifier | lemur::cluster::PLSA | [private] |
data | lemur::cluster::PLSA | [private] |
doLogLikelihood(jointfuncType, lemur::utility::HashFreqVector **&myData) | lemur::cluster::PLSA | [private] |
get_p_d_z() const | lemur::cluster::PLSA | [inline] |
get_p_w_z() const | lemur::cluster::PLSA | [inline] |
get_p_z() const | lemur::cluster::PLSA | [inline] |
getAverageLikelihood() | lemur::cluster::PLSA | [private] |
getAverageLikelihoodPrev() | lemur::cluster::PLSA | [private] |
getProb(int d, int w) const | lemur::cluster::PLSA | |
ind | lemur::cluster::PLSA | [private] |
init() | lemur::cluster::PLSA | [private] |
initializeParameters() | lemur::cluster::PLSA | [private] |
initR() | lemur::cluster::PLSA | [private] |
interleavedIterationEM() | lemur::cluster::PLSA | [private] |
invIndex | lemur::cluster::PLSA | [private] |
iterate() | lemur::cluster::PLSA | [private] |
iterateWithRestarts() | lemur::cluster::PLSA | |
jointEstimate(int indexD, int indexW) | lemur::cluster::PLSA | [private] |
jointEstimateBest(int indexD, int indexW) | lemur::cluster::PLSA | [private] |
jointEstimateBeta(int indexD, int indexW) | lemur::cluster::PLSA | [private] |
jointEstimateCurrent(int indexD, int indexW) | lemur::cluster::PLSA | [private] |
logLikelihood() | lemur::cluster::PLSA | [private] |
numberOfIterations | lemur::cluster::PLSA | [private] |
numberOfRestarts | lemur::cluster::PLSA | [private] |
numCats() const | lemur::cluster::PLSA | [inline] |
numDocs() const | lemur::cluster::PLSA | [inline] |
numWords() const | lemur::cluster::PLSA | [inline] |
ownMem | lemur::cluster::PLSA | [private] |
P_D_Z enum value | lemur::cluster::PLSA | [private] |
p_d_z_best | lemur::cluster::PLSA | [private] |
p_d_z_current | lemur::cluster::PLSA | [private] |
p_d_z_prev | lemur::cluster::PLSA | [private] |
P_W_Z enum value | lemur::cluster::PLSA | [private] |
p_w_z_best | lemur::cluster::PLSA | [private] |
p_w_z_current | lemur::cluster::PLSA | [private] |
p_w_z_prev | lemur::cluster::PLSA | [private] |
P_Z enum value | lemur::cluster::PLSA | [private] |
p_z_best | lemur::cluster::PLSA | [private] |
p_z_current | lemur::cluster::PLSA | [private] |
p_z_prev | lemur::cluster::PLSA | [private] |
PLSA(const lemur::api::Index &dbIndex, int numCats, lemur::utility::HashFreqVector **train, lemur::utility::HashFreqVector **validate, int numIter, int numRestarts, double betastart, double betastop, double anneal, double betaMod) | lemur::cluster::PLSA | |
PLSA(const lemur::api::Index &dbIndex, int testPercentage, int numCats, int numIter, int numRestarts, double betastart, double betastop, double anneal, double betaMod) | lemur::cluster::PLSA | |
PLSA(const lemur::api::Index &dbIndex) | lemur::cluster::PLSA | |
pType enum name | lemur::cluster::PLSA | [private] |
R | lemur::cluster::PLSA | [private] |
readArray(ifstream &infile, enum pType which) | lemur::cluster::PLSA | [private] |
readArrays() | lemur::cluster::PLSA | |
selectTestTrain(int testPercent) | lemur::cluster::PLSA | [private] |
setBestToCurrent() | lemur::cluster::PLSA | [private] |
setBestToPrev() | lemur::cluster::PLSA | [private] |
setCurrentToBest() | lemur::cluster::PLSA | [private] |
setPrevToBest() | lemur::cluster::PLSA | [private] |
setPrevToCurrent() | lemur::cluster::PLSA | [private] |
sizeD | lemur::cluster::PLSA | [private] |
sizeW | lemur::cluster::PLSA | [private] |
sizeZ | lemur::cluster::PLSA | [private] |
startBeta | lemur::cluster::PLSA | [private] |
testData | lemur::cluster::PLSA | [private] |
validateCurrentLogLikelihood() | lemur::cluster::PLSA | [private] |
validateDataLogLikelihood() | lemur::cluster::PLSA | [private] |
writeArray(ofstream &ofile, enum pType which) | lemur::cluster::PLSA | [private] |
writeArrays() | lemur::cluster::PLSA | [private] |
~PLSA() | lemur::cluster::PLSA | [virtual] |