AI / ML VisualizerRuns in your browser · No API keyOpen Model
← All topics

Data Preparation

Data Preprocessing

Impute missing values and compare normalization and discretization.

Transformed valuesTransformed values0-1.46391.25-0.73192.503.750.731951.4639Point 1: (0, -1.4639), class 0Point 2: (1, -0.8783), class 0Point 3: (2, -0.2928), class 0Point 4: (3, 0.2928), class 0Point 5: (4, 0.8783), class 0Point 6: (5, 1.4639), class 0
Imputed values · 1 × 6
Transformed values · 1 × 6
z = (x − mean) / standard deviationMean 7; standard deviation 3.4157; min 2; max 12

Continue exploring

No account required. Local images and model files stay in your browser. Educational models demonstrate mechanisms; they are not production predictors.