Authors: Robić, Pavao
Contributors: Šuvak, Nenad, Šarlija, Nataša
Subject Terms: Regresijska stabla, klasifikacijska stabla, bagging, slučajne šume, boosting, Regression trees, classification trees, random forests, PRIRODNE ZNANOSTI. Matematika. Teorija vjerojatnosti i statistika, NATURAL SCIENCES. Mathematics. Probability Theory and Statistics
File Description: application/pdf
Relation: https://repozitorij.unios.hr/islandora/object/mathos:811; https://urn.nsk.hr/urn:nbn:hr:126:389612; https://repozitorij.unios.hr/islandora/object/mathos:811/datastream/PDF
Authors: Krizmanić, Antonio
Contributors: Šarlija, Nataša, Jelić, Slobodan
Subject Terms: Procjena kreditnog rizika, mala i srednja poduzeća, strojno učenje, duboko učenje, klasifikacijsko i regresijsko stablo, CART, slučajna šuma, RF, ekstremno podizanje gradijenta, XGBoost, višeslojni perceptron, pretraga mreže hiperparametara, sekvencijska selekcija prediktora unaprijed, SFFS, credit risk assessment, SMEs, machine learning, deep learning, classification and regression tree, random forest, extreme gradient boosting, multilayer perceptron, hyperparameter grid search, sequential forward feature selection, PRIRODNE ZNANOSTI. Matematika. Teorija vjerojatnosti i statistika, NATURAL SCIENCES. Mathematics. Probability Theory and Statistics
File Description: application/pdf
Relation: https://repozitorij.unios.hr/islandora/object/mathos:656; https://urn.nsk.hr/urn:nbn:hr:126:197359; https://repozitorij.unios.hr/islandora/object/mathos:656/datastream/PDF
Authors: Matozan, Domagoj
Contributors: Zekić Sušac, Marijana
Subject Terms: Umjetna inteligencija, Umjetna neuronska mreža, Višeslojna neuronska mreža, stabla regresije, Artificial intelligence, Artificial neural network, multi-layer neural network, regression tree, DRUŠTVENE ZNANOSTI. Ekonomija. Poslovna informatika, SOCIAL SCIENCES. Economics. Business Informatics
File Description: application/pdf
Relation: https://repozitorij.unios.hr/islandora/object/efos:2901; https://urn.nsk.hr/urn:nbn:hr:145:324110; https://repozitorij.unios.hr/islandora/object/efos:2901/datastream/PDF