Data analytics en -science

Versie 1.0
Creatie datum 02-05-2021

1R algoritm

One rule

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van 1R algoritm

Apriori algoritm

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Apriori algoritm

Association rules

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Association rules

Average, median and mode

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Average, median and mode

Bar, Pie and Line chart

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Bar, Pie and Line chart

Binning

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Binning

Box and Whisker diagram

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Box and Whisker diagram

Classification

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Classification

Cluster-based local outlier factors (CBLOF)

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Cluster-based local outlier factors (CBLOF)

Clustering

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Clustering

Correlation

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Correlation

Cross tab

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Cross tab

Data analysis visualisations

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Data analysis visualisations

Data analytics

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Data analytics

Data reduction

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Data reduction

Decision tree

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Decision tree

Feature extraction

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Feature extraction

Forward selection and backward elimination

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Forward selection and backward elimination

Histogram

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Histogram

Inter Quartile Range

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Inter Quartile Range

Inverted document frequency

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Inverted document frequency

K-means

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van K-means

K-nearest neighbors

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van K-nearest neighbors

Liniaire regression

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Liniaire regression

Logistic regression

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Logistic regression

n-grams

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van n-grams

Naive Bayes

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Naive Bayes

Outlier detection

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Outlier detection

Pattern recognizion

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Pattern recognizion

Regression

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Regression

Rule based classification

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Rule based classification

Scatter plot

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

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Scatter plot

Standard deviation

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Standard deviation

Statististical functions

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Statististical functions

Term Frequency

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Term Frequency

Text analysis

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Text analysis

Timeseries

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Timeseries

Z-Score

Auteur Bert Dingemans
Alias
Stereotypes ApplicationFunction
Details van Z-Score

Links 2 Tags

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