„… basedon logistic regression. The second method describes a multinomial logistic regressionapproach. Third …” „… thesis.Multinomial Logistic RegressionThe next two sections use machine-learning models to solve the classification …” „… well known classification methods, the Multinomial LogisticRegression (MLR) and Artificial Neural …”

„… 1.8 are calculated using a linear regres-sion. Parameters Aifi, Bifi and Cifi belong to the friction …” „… alinear regression line through parts of the tyre-slip curve, which are already insidethe non-linear …” „… , severalmachine learning methods, logistic regression, support vector machine and ANN aretested. The different …”

„… RegressionVIIIAbbreviationsAbbreviation DescriptionMPD Mean Profile DepthMTD Mean Texture DepthPBFC Peak Brake Force CoefficientRWIS Road …”

„… steady-state step was calculated. Regression curves adopted are bi-exponential curves to have maximize the …” „… , J, K, L and M as regression coefficient: 𝑁𝑇𝑅 𝐴 ∗ 𝑒 ∗ ̅ 𝐶 ∗ 𝑒 ∗ ̅ (7) 𝑃𝐷𝐸 𝐸 …” „… considerations are valid to curves of PDE and TE with respect to s. Fig. 2: Regression curves with 95 …”

„… sample preparation. Fig. 3: Linear regression and coefficient of determination 𝑅 between the 𝐶𝑆𝑃𝑆 …” „… samples and 10 subsamples each; Right: Linear regression between mean 𝐶𝑆𝑃𝑆 and standard deviation of …”

„… tokenizer, the actual transformer model, and the regression model. As shown in Table 1, the transformer …” „… best adapted model. # Parameters Backbone Tokenizer Transformer Regression Original Model 1,050,800 …”

„… regression to predict distance vectors between "thing" pixels and their nearest instance centers. During …”

„… the virtual DoE can also be used to train machine learning models, such as regression or neural …”

„… Symbolische Regression und die Gauß-Prozess Regression bewährt. Das Modell dient schließlich in Schritt 5 zur …” „… regression and Gaussian process regression have both been proven to be suitable for this task. Lastly, the …” „… require continuous numerical targets to solve the given regression problem. Therefore, we define …”

„… variants ana-lyzed by linear regression (black) at three oil injection tempera-tures ϑoil in load stage US …” „… different steel plate variants analyzed by linear regression (black) at three oil in-jection temperatures …” „… plateVDI-Berichte Nr. 2414, 202340Table 8: Coefficient of Determination R2 of the linear regression for every …”

„… verschiedene Methoden wie z. B. Regressionen oder KNN. Letztere werden nachfolgend erläutert [22]. KNN sind der …”

„… this context, also the application of regression or machine learning methods can be envisioned for an …”

„… important and most widely applied approaches. 2.2.3 Classification and Regression Classical machine learning …” „… tasks can be discriminated into the two broad categories of classification and regression [96 …” „… ]. Classification problems try to classify data instances into different categories whereas regression problems try …”

„… . Breiman, J. Friedman, R. Olshen, and C. J. Stone. Classification and regression trees. 1984. [106] L …” „… . Shotton, and E. Konukoglu. Decision forests: A unified framework for classification, regression, density …”

„… includes the definition of features, feature extraction, classification and regression. Additionally, the …”

„… segmentation, rather they use weighted linear regression on center of gravity calculation of image slices. This …”

„… die Hauptkomponentenanalyse (engl. Principle Component Analysis, PCA) und die Regression der …” „… PCA ausschließlich Prozessvariablen ? gemäß Gl. (1) betrachtet, werden bei der PLS Regression auch die …” „… werden kann [4]: ? ? ? ? ? (3) Die PLS Regression wird bevorzugt verwendet, wenn das Ziel auch darin …”

„… Regressions-aufgaben eignet wurden die Modellparameter auf Basis realistischer experimenteller Messda-ten wie in …” „… anhand von Downstream-ML Problemen getestet, ob einfache Modelle wie z.B. lineare Re-gressionen mit den …” „… Zugproben darstellen und ? ? ℝ die latenten Variablen. Die lineare Regression erreicht in diesem Fall einen …”

„… between lab updates. These inferentials rely on established ma-chine learning methods such as regressions …”

„… constrained penalized regression combiner. Computational Statistics & Data Analysis 108, pp. 52–69. [7] Lu, J …”

„… sigmoidalen Aktivierungsfunktion den ge-ringsten Regressionsfehler ergeben. Die Trainingsdaten bestehen aus …” „… Regressionsaufgaben und die Plausibilisierung realer Prozessdaten auf Basis der trainierten KNN ermöglicht und …”

„… Regressionsanalyse angewendet. Diese approximiert auf Basis diskreter Daten die indivi-duelle Lernkurve der …”