void TAlignPair::Def() {
// calcualte weights for words
BowDocWgtBs1 = TBowDocWgtBs::New(BowDocBs1, bwwtNrmTFIDF);
BowDocWgtBs2 = TBowDocWgtBs::New(BowDocBs2, bwwtNrmTFIDF);
// make a matrix out of weighted sparse vectors
TVec<PBowSpV> SpVV1, SpVV2;
const int Docs = BowDocWgtBs1->GetDocs();
for (int DocN = 0; DocN < Docs; DocN++) {
PBowSpV SpV1 = BowDocWgtBs1->GetSpV(DocN);
PBowSpV SpV2 = BowDocWgtBs2->GetSpV(DocN);
if (SpV1->Len() < 3) { continue; }
if (SpV2->Len() < 3) { continue; }
SpVV1.Add(SpV1);
SpVV2.Add(SpV2);
}
Matrix1 = TBowMatrix(SpVV1);
Matrix2 = TBowMatrix(SpVV2);
}
void TMKCCASemSpace::Calc(const TVec<PBowDocBs>& BowDocBsV, TVec<PSemSpace>& SemSpaceV,
const int& Dims, const double& Kapa, const int& CGMxIter, const int& HorstMxIter) {
// prepare matrix with TFIDF vectors for each language
TVec<TBowMatrix> BowMatrixV;
for (int BowDocBsN = 0; BowDocBsN < BowDocBsV.Len(); BowDocBsN++) {
PBowDocWgtBs BowDocWgtBs = TBowDocWgtBs::New(
BowDocBsV[BowDocBsN], bwwtLogDFNrmTFIDF);
BowMatrixV.Add(TBowMatrix(BowDocWgtBs));
}
// calculate
TVec<TFltVV> AlphaVV;
CalcKCCA(BowMatrixV, Dims, Kapa, CGMxIter, HorstMxIter, AlphaVV);
}
