Download scientific diagram | Illustration of the underfitting/overfitting issue on a simple regression case. Data points are shown as blue dots and model fits as red lines. Underfitting occurs with a linear model (left panel), a good fit with a polynomial of degree 4 (center panel), and overfitting with polynomial of degree 20 (right panel). Root mean squared error is chosen as objective function for evaluating the training error and the generalization error, assessed by using 10-fold cross-validation. from publication: An Introduction to Machine Learning | In the last few years, machine learning (ML) and artificial intelligence have seen a new wave of publicity fueled by the huge and ever‐increasing amount of data and computational power as well as the discovery of improved learning algorithms. However, the idea of a computer | Machine Learning, Clinical Pharmacology and Pharmacometrics | ResearchGate, the professional network for scientists.
768912 PDFs Review articles in MOLECULAR BIOLOGY
Final model parameter estimates
a Histogram of the metastases number-size distribution in 4T1
768912 PDFs Review articles in MOLECULAR BIOLOGY
Schematic representation of binding interactions for one-to-two binding
Juliane Siebourg-Polster's research works
Bernhard Steiert's research works University of Freiburg, Freiburg (Albert-Ludwigs-Universität Freiburg) and other places
Comparison of simulated exposures using the current dosing strategy
Illustration of the underfitting/overfitting issue on a simple
Evaluation of Probability of Target Attainment for Different Rifampicin
20411 PDFs Review articles in PHARMACOMETRICS
Schematic representation of binding interactions for one-to-two binding
Profiled metabolites that are altered upon aspirin exposure pathway
Visual predictive check for cumulative mRS logits over time for the
