Understand basic principles of underfitting and overfitting - by @dimid_ml

https://towardsdatascience.com/overfitting-and-underfitting-principles-ea8964d9c45c

#overfitting #underfitting #DataScience #MachineLearning #AI

from the standpoint of model selection, parsimony often boils down to dimensionality reduction

#modelSelection #parsimony #OccamsRazor #dimensionalityReduction #degreesOfFreedom #complexity #informationTheory #biasVarianceTradeoff #overfitting #underfitting #optimization #parameterTuning #crossValidation #inverseProblems #inference #statisticalLearning #machineLearning #ML #dataScience #modeling #decisionTheory #fitting #regression #classification #residualError #costFunction #performanceLoss

Understand basic principles of underfitting and overfitting - by @dimid_ml

https://towardsdatascience.com/overfitting-and-underfitting-principles-ea8964d9c45c

#overfitting #underfitting #DataScience #MachineLearning #AI