Prediction of protein crotonylation sites through LightGBM classifier based on SMOTE and elastic net
Yaning Liu, Zhaomin Yu, Cheng Chen, Han Yu, Bin Yu
Topics & Concepts
Pseudo amino acid compositionArtificial intelligenceComputer scienceElastic net regularizationPattern recognition (psychology)Classifier (UML)Matthews correlation coefficientJackknife resamplingSource codeFeature (linguistics)Bicinchoninic acid assayFeature vectorFeature selectionMachine learningMathematicsBiologySupport vector machineAmino acidGeneticsBiochemistryStatisticsLinguisticsPhilosophyOperating systemEstimatorDipeptideMachine Learning in BioinformaticsGenomics and Phylogenetic StudiesRNA and protein synthesis mechanisms