Sunbelt Computer Software

PL/B Language Development and Support

courses/08_PredictionAndMachineLearning at master · coding-work-man/courses · GitHub

Name		Name	Last commit message	Last commit date
parent directory ..
001predictionMotivation		001predictionMotivation
002whatIsPrediction		002whatIsPrediction
003relativeImportance		003relativeImportance
004inOutSampleErrors		004inOutSampleErrors
005predictionStudyDesign		005predictionStudyDesign
006typesOfErrors		006typesOfErrors
007receiverOperatingCharacteristic		007receiverOperatingCharacteristic
008crossValidation		008crossValidation
009whatData		009whatData
010caretPackage		010caretPackage
011dataSlicing		011dataSlicing
012trainOptions		012trainOptions
013plottingPredictors		013plottingPredictors
014basicPreprocessing		014basicPreprocessing
015covariateCreation		015covariateCreation
016preProcessingPCA		016preProcessingPCA
017predictingWithRegression		017predictingWithRegression
018predictingWithRegressionMC		018predictingWithRegressionMC
019predictingWithTrees		019predictingWithTrees
020bagging		020bagging
021randomForests		021randomForests
022boosting		022boosting
023otherPredictionAlgorithms		023otherPredictionAlgorithms
024combiningPredictors		024combiningPredictors
025unsupervisedPrediction		025unsupervisedPrediction
026forecasting		026forecasting
announcements.md		announcements.md
syllabus.html		syllabus.html
syllabus.md		syllabus.md