Διαχείριση Μεγάλων Δεδομένων (ΕΦΟ-03)

Ενότητες

Lecture 3: Regression analysis  
Lecture 4: Classification

Classification, Class attribute, Discrete attributes, Decision Trees, K-Nearest Neighbors, Naive Bayes, Confusion matrix, Overfitting

Lecture4.1.AlternativeClassificationMethods.pdf
Naive Bayes
NaiveBayesPython.rar
NaiveBayes-R.rar
Lecture4-BasicClassification.pdf
Python-NaiveBayes-SentimentAnalysis.rar
DistanceMetrics.rar
DecisionTreeExample.R.txt
PythonDecisionTreeExample-BankData.zip