Sravanthi DandeCurse of dimensionalityCurse of dimensionality is referred to as a problem that arises when we work or analyze the data in high-dimensional space or when we deal…Dec 10, 2021Dec 10, 2021
Sravanthi DandeRegularizationRegularization is a technique used to reduce error by changing the weights and fitting the model appropriately on the training set in order…Dec 9, 2021Dec 9, 2021
Sravanthi DandeFlowchart with steps for building a decision treeFor iris data set, below flow chart shows the steps to follow to build a decision tree.Dec 6, 2021Dec 6, 2021
Sravanthi DandeActivation Functions· Activation function is used to turn the unbounded input into an output that has nice predictable form.Dec 3, 2021Dec 3, 2021
Sravanthi DandeNeural Networks in Machine LearningA bunch of neurons connected together form a Neural Network.Dec 2, 2021Dec 2, 2021
Sravanthi DandeDecision Tree in machine learningDecision tree is a Supervised Machine Learning Algorithm.Dec 2, 2021Dec 2, 2021
Sravanthi DandeSVM (Support Vector Machine) Algorithm in Machine LearningSVM is a supervised ML algorithm that can be used for both classification and regression.Dec 1, 2021Dec 1, 2021
Sravanthi DandeCross ValidationCross validation is also referred to as out of sampling technique.Nov 18, 2021Nov 18, 2021
Sravanthi DandeRandom Forest ClassifierRandom Forest classifier has multiple decision trees.Nov 17, 2021Nov 17, 2021
Sravanthi DandeEnsemble methods in Machine LearningEnsemble methods is combining multiple algorithms to get optimal predictive model.Nov 17, 2021Nov 17, 2021
