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License: Apache License 2.0
The Diastema Analytics Catalogue
License: Apache License 2.0
Για το συγκεκριμένο task Θα πρέπει να συγκεντρωθούν μια σειρά απο μετρικές και γραφήματα τα οποία είναι κατάλληλα για την αποτίμηση των εφαρμογών που προσφέρονται από το Diastema. Αυτά μετέπειτα θα δίνονται ως είσοδος στο UI για την αξιολόγηση της ανάλυσης.
ΠΧ
We need to have a way to save and run models later
Inclusion of some clustering algorithms in our data-services to complete the family of the major machine learning tasks.
This component will be responsible for ingesting the results of analytics processes in an application executed within the Diastema platform and producing the necessary metrics and plots to be visualized within the Visualization framework. Be careful to include components on the most major machine learning algorithms (classification, regression, clustering).
@konvoulgaris (List from sprint design)
classif metrics: Confusion Matrix, Accuracy, Precision by label, Recall by label, F-measure by label, Weighted precision, Weighted recall, Weighted F-measure
regression metrics: Mean Squared Error (MSE), Root Mean Squared Error (RMSE), Mean Absolute Error (MAE), Coefficient of Determination (R2), Explained Variance
plots/graphs needed IMO: Bar, Column, Line, Area, Stacked Bar, Bubble, scatter plot (sns multi-column scatter plot), Waterfall,
@yannispoulakis Suggestions/ Extras
piecharts (mb) , ROC(Classification specific)
Clustering metrics/graphs ? (Can help with this- YP)
Data Cleaning information? (TBD)
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