Differenze

Queste sono le differenze tra la revisione selezionata e la versione attuale della pagina.

--- dm:start:guidelines [25/09/2018 alle 17:39 (7 anni fa)] – [Guidelines for the task on Classification] Anna Monreale
+++ dm:start:guidelines [23/11/2020 alle 10:34 (5 anni fa)] (versione attuale) – [Guidelines for the task on Classification] Riccardo Guidotti
@@ Linea 1: / Linea 1: @@
 ====== Guidelines for the task on Data Understanding ======
    * Data understanding (30 points)
-   * Data semantics (3 points)
+     - Data semantics (3 points)
-   * Distribution of the variables and statistics (7 points)
+     - Distribution of the variables and statistics (7 points)
-   * Assessing data quality (missing values, outliers) (7 points)
+     - Assessing data quality (missing values, outliers) (7 points)
-   * Variables transformations (6 points)
+     - Variables transformations (6 points)
-   * Pairwise correlations and eventual elimination of redundant variables (7 points)
+     - Pairwise correlations and eventual elimination of redundant variables (7 points)
@@ Linea 36: / Linea 36: @@
 ====== Guidelines for the task on Classification ======
    * Learning of different decision trees/classification algorithms with different parameters and gain formulas with the object of maximizing the performances (12 points)
-   * Decision trees interpretation (6 points)
+   * Decision trees interpretation, validation with test and training set (6 points)
-   * Decision trees validation with test and training set (6 points)
+   * Training of different KNN classifiers with different parameters with the object of maximizing the performances (6 points)
    * Discussion of the best prediction model (6 points)