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Oct 05, 2022
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Dean Samuel Schmitz
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## Classification
## Classification
*
[
x]
[
Adaboost
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/adaboost#adaboost
)
*
[x] Adaboost
*
[ ] Decision_Stump
*
[ ] Decision_Stump
*
[
x]
[
Decision_Tree
](
/PrologMethods/decision_tree
)
*
[x] Decision_Tree
*
[
x]
[
Hoeffding_Tree
](
/PrologMethods/hoeffding_tree
)
*
[x] Hoeffding_Tree
*
[x] Linear_SVM
*
[x] Linear_SVM
*
[x] Logistic_Regression
*
[x] Logistic_Regression
*
[x] NBC
*
[x] NBC
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@@ -25,22 +25,22 @@ In the project they can be found under :
## Regression
## Regression
*
[
x]
[
Bayesian_Linear_Regression
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/bayesian_linear_regression
)
*
[x] Bayesian_Linear_Regression
*
[x] Lars
*
[x] Lars
*
[x] Linear_Regression
*
[x] Linear_Regression
## Clustering
## Clustering
*
[
x]
[
DBScan
](
/PrologMethods/dbscan
)
*
[x] DBScan
*
[ ] GMM
*
[ ] GMM
*
[x] KMeans
*
[x] KMeans
*
[x] Mean_Shift
*
[x] Mean_Shift
## Geometry
## Geometry
*
[
x]
[
Approx_KFN
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/approx_kfn
)
*
[x] Approx_KFN
*
[
x]
[
EMST
](
/PrologMethods/emst
)
*
[x] EMST
*
[
x]
[
FastMKS
](
/PrologMethods/fastmks
)
*
[x] FastMKS
*
[x] LSH
*
[x] LSH
*
[x] KNN
*
[x] KNN
*
[x] KFN
*
[x] KFN
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@@ -60,12 +60,12 @@ In the project they can be found under :
...
@@ -60,12 +60,12 @@ In the project they can be found under :
*
[ ] CF
*
[ ] CF
*
[ ] DET
*
[ ] DET
*
[ ] HMM
*
[ ] HMM
*
[
x]
[
KDE
](
/PrologMethods/kde
)
*
[x] KDE
*
[x] NMF
*
[x] NMF
## Transformation
## Transformation
*
[
x]
[
Kernel_PCA
](
/PrologMethods/kernel_pca
)
*
[x] Kernel_PCA
*
[x] LMNN
*
[x] LMNN
*
[x] Local_Coordinate_Coding
*
[x] Local_Coordinate_Coding
*
[x] NCA
*
[x] NCA
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