Interpretation of high-dimensional linear regression: Effects of nullspace and regularization demonstrated on battery data
Joachim Schaeffer, Eric Lenz, William C. Chueh, Martin Z. Bazant, Rolf Findeisen, Richard D. Braatz
Topics & Concepts
InterpretabilityRegularization (linguistics)Linear regressionRegressionRegression analysisMathematicsLasso (programming language)Computer scienceMathematical optimizationApplied mathematicsArtificial intelligenceStatisticsWorld Wide WebFault Detection and Control SystemsMachine Learning in Materials ScienceAdvanced Battery Technologies Research