If the Cumulative Gain at a depth of 15% for the Neural Network model is converted to number of primary/positive event cases, what will be the number of cases? Show your calculation. ### Text and Table Information for an Educational Website**Scenario:**There are 3,600 cases in the validation dataset. In this dataset, 12% of the cases have a value of 1 for churn, which is considered the primary or positive event. The following information is derived from analyzing these 3,600 cases using different models.**Table Explained:**The table below presents the performance metrics of three types of models: Decision Tree, Logistic Regression, and Neural Network, at different depths of contact. The 'Depth (% Contacted)' column indicates the percentage of cases contacted or considered, and performance is evaluated in terms of 'Cumulative Gain' and 'Cumulative Lift'.| Model | Depth (% Contacted) | Cumulative Gain | Cumulative Lift ||---------------------|----------------------|-----------------|-----------------|| Decision Tree | 5 | 34.42 | 6.84 || Logistic Regression | 5 | 20.19 | 4.01 || Neural Network | 5 | 34.62 | 6.88 || Decision Tree | 10 | 64.90 | 6.06 || Logistic Regression | 10 | 36.06 | 3.15 || Neural Network | 10 | 62.50 | 5.54 || Decision Tree | 15 | 73.96 | 1.82 || Logistic Regression | 15 | 49.04 | 2.62 || Neural Network | 15 | 82.21 | 3.97 || Decision Tree | 20 | 73.89 | 0.87 || Logistic Regression | 20 | 59.13 | 2.01 || Neural Network | 20 | 86.54 | 0.86 |**Explanations:**- **Cumulative Gain**: This represents the percentage improvement in capturing the positive event (churn) compared to a random model. Higher values indicate better model performance in identifying the churn cases effectively.- **Cumulative Lift**: This is the ratio between the percentage of targets in a contacted subset versus a random selection. A higher lift indicates that the model is effective at concentrating

Cumulative gain is used to examine or evaluate the performance of a specific or particular model on…

Answered: If the Cumulative Gain at a depth of…

If the Cumulative Gain at a depth of 15% for the Neural Network model is converted to number of primary/positive event cases, what will be the number of cases? Show your calculation.

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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