Data analytics en -science

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Version	1.0
Created date	05-01-2016
View Diagram in readmode

Elements on Diagram

ApplicationFunction

• Scatter plot
• Data analysis visualisations
• Clustering
• K-means
• n-grams
• Data analytics
• Classification
• Binning
• Association rules
• Term Frequency
• Average, median and mode
• Inverted document frequency
• Logistic regression
• Naive Bayes
• Feature extraction
• Box and Whisker diagram
• Decision tree
• Rule based classification
• Correlation
• Cross tab
• Standard deviation
• Statististical functions
• Outlier detection
• Data reduction
• Timeseries
• Histogram
• Inter Quartile Range
• Apriori algoritm
• Pattern recognizion
• Z-Score
• Cluster-based local outlier factors (CBLOF)
• Liniaire regression
• Bar, Pie and Line chart
• K-nearest neighbors
• 1R algoritm
• Regression
• Text analysis
• Forward selection and backward elimination

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