Easy Predictive Analytics
  • Tutorial
  • TIPS
  • top
  • Description of Terms and Graphs
    • F-score
      • RMSE
        • ROC curve and AUC
          • Ensemble
            • Export/Import
              • Relevance Score
                • Coefficient of Determination
                  • Missing Value
                    • Accuracy Evaluation
                      • Confusion Matrix
                        • Coverage
                          • Cross-validation
                            • Mean Absolute Error
                              • Median Absolute Error
                                • Median Absolute Error Ratio
                                  • Recall
                                    • Advanced Settings
                                      • Information Leakage (Target Leakage, Data Leakage)
                                        • Regression
                                          • Accuracy
                                            • Precision
                                              • Multiclass Classification
                                                • Data Type
                                                  • Imbalanced Data
                                                    • Text Handling
                                                      • Parameter Search
                                                        • Binary Classification
                                                          • Classification
                                                            • Prediction Model Creation (Training)
                                                              • Prediction model creation (training) data
                                                                • String Handling
                                                                  • Use for the Model
                                                                    • Unique Value
                                                                      • Distribution of Prediction
                                                                        • Distribution of Prediction Errors
                                                                          • Prediction Accuracy Level
                                                                            • Prediction Reason / Predictive Contribution
                                                                              • Prediction Value (binary classification)
                                                                                • Predictive Analytics
                                                                                1. Easy Predictive Analytics
                                                                                2. Description of Terms and Graphs
                                                                                3. Data Type

                                                                                Data Type

                                                                                Data Type indicates how Easy Predictive Analytics handles the variables contained in the prediction model creation (training) data input by Easy Predictive Analytics.

                                                                                Easy Predictive Analytics can handle the following data types:

                                                                                • Numeric
                                                                                • String
                                                                                • Datetime
                                                                                • Text

                                                                                For more information on how Easy Predictive Analytics handles each data type, see the “Available dataset formats” page.

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