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Data analytics en -science

Versie	1.0
Creatie datum	02-05-2021

Diagram in leesweergave

Elementen op Diagram

ApplicationFunction

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

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