Meta Data Management Repository

Data analytics en -science

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Version	1.0
Created date	02-05-2021

1R algoritm

One rule

Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of 1R algoritm

Apriori algoritm

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Apriori algoritm

Association rules

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Association rules

Average, median and mode

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Average, median and mode

Bar, Pie and Line chart

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Bar, Pie and Line chart

Binning

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Binning

Box and Whisker diagram

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Box and Whisker diagram

Classification

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Classification

Cluster-based local outlier factors (CBLOF)

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Cluster-based local outlier factors (CBLOF)

Clustering

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Clustering

Correlation

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Correlation

Cross tab

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Cross tab

Data analysis visualisations

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Data analysis visualisations

Data analytics

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Data analytics

Data reduction

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Data reduction

Decision tree

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Decision tree

Feature extraction

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Feature extraction

Forward selection and backward elimination

See https://en.wikipedia.org/wiki/Stepwise_regression

Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Forward selection and backward elimination

Histogram

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Histogram

Inter Quartile Range

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Inter Quartile Range

Inverted document frequency

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Inverted document frequency

K-means

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Author

Bert Dingemans

Alias

--

Stereotypes

ApplicationFunction

Details of K-means

K-nearest neighbors

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of K-nearest neighbors

Liniaire regression

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Author

Bert Dingemans

Alias

--

Stereotypes

ApplicationFunction

Details of Liniaire regression

Logistic regression

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Logistic regression

n-grams

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of n-grams

Naive Bayes

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Naive Bayes

Outlier detection

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Author

Bert Dingemans

Alias

--

Stereotypes

ApplicationFunction

Details of Outlier detection

Pattern recognizion

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Pattern recognizion

Regression

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Regression

Rule based classification

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Rule based classification

Scatter plot

Scatterplot https://en.wikipedia.org/wiki/Scatter_plot

Author

Bert Dingemans

Alias

--

Stereotypes

ApplicationFunction

Details of Scatter plot

Standard deviation

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Standard deviation

Statististical functions

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Statististical functions

Term Frequency

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Term Frequency

Text analysis

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Text analysis

Timeseries

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Timeseries

Z-Score

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Author

Bert Dingemans

Alias

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Stereotypes

ApplicationFunction

Details of Z-Score

Data analytics en -science

1R algoritm

Apriori algoritm

Association rules

Average, median and mode

Bar, Pie and Line chart

Binning

Box and Whisker diagram

Classification

Cluster-based local outlier factors (CBLOF)

Clustering

Correlation

Cross tab

Data analysis visualisations

Data analytics

Data reduction

Decision tree

Feature extraction

Forward selection and backward elimination

Histogram

Inter Quartile Range

Inverted document frequency

K-means

K-nearest neighbors

Liniaire regression

Logistic regression

n-grams

Naive Bayes

Outlier detection

Pattern recognizion

Regression

Rule based classification

Scatter plot

Standard deviation

Statististical functions

Term Frequency

Text analysis

Timeseries

Z-Score

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