SBL Attribute Selection Group of Methods (which will be called SBL-ASGM) as implemented in the old sbl.exe program. I am the author of the detailed algorithm and the original implementer of this method. Prof. Włodzisław Duch is the author of the general idea of this algorithm. This algorithm is a wrapper of the underlying kNN method, but one can also use it with other methods.
SBL Weighted kNN Group of Methods - the search-based algorithms and the ones with the optimization of attribute weights with the Nelder and Mead Simplex Minimization method. This idea of this algorithm is due to Prof. Włodzisław Duch. I am the author of the detailed algorithm and the original implementer of this method.
SBL-PM aka SBL-PM-B as implemented in the old sbl.exe program. The idea of this algorithm arose at one of the seminars held at the KIS UMK in Toruń. I am the author of the original implementation of this algorithm.
SBL-MetaL, i.e., the meta-learning system implemented in the old sbl.exe program). The author of the idea of this algorithm is Prof. Włodzisław Duch. I am the author of the computer realization and the author of the detailed idea of this algorithm. This method employs the same search strategy as the one in Algorithm 1.
SBL-PM-M and Prototype Based Committees as implemented in the old sbl.exe program. I am the inventor and the original implementer of these algorithms.
PM-M, together with Committees of the PM-M models, as implemented in the SuperWeka system. I am the author of this system. The detailed algorithm of this method differs slightly from the SBL-PM-M. Committees of the PM-M models as implemented in the SuperWeka system are just the majority ensembles of PM-M models. They are not Prototype Based Committees, which have been implemented in the old sbl.exe system only.
EkP, as implemented in the SuperWeka system. I am the author of this algorithm and the implementer of this method.
HSFL-NN and HSFL-WNN as implemented in the old sbl.exe system. I am the author of the idea of this algorithm and the implementer of this system.