Homework Help is Here – Start Your Trial Now!
Engineering
AI and Machine Learning
f) Table 1 indicates the partial fit statistic for selected Artificial Neural Network models. Based on the information, identify the steps to evaluate underfit, overfit and the best model. Model Description NN3 NN8 NN5 Train: Average Train: Squared Error 0.1492 0.135599 0.141656 Table 1 Valid: Average Misclassification Squared Error Rate 0.187123 0.171482 0.176056 0.186117 0.177725 0.17131 Train: Misclassification Roc Index Valid: Rate Valid: Roc Index 0.215509 0.804 0.222558 0.849 0.209466 0.759 0.754 0.834 0.756

f) Table 1 indicates the partial fit statistic for selected Artificial Neural Network models. Based on the information, identify the steps to evaluate underfit, overfit and the best model. Model Description NN3 NN8 NN5 Train: Average Train: Squared Error 0.1492 0.135599 0.141656 Table 1 Valid: Average Misclassification Squared Error Rate 0.187123 0.171482 0.176056 0.186117 0.177725 0.17131 Train: Misclassification Roc Index Valid: Rate Valid: Roc Index 0.215509 0.804 0.222558 0.849 0.209466 0.759 0.754 0.834 0.756

icon
Related questions
Question
J 1
f) Table 1 indicates the partial fit statistic for selected Artificial Neural Network models. Based on the information, identify the steps to evaluate underfit, overfit and the best model. Train: Average Train: Model Squared Description Error Rate NN3 NN8 NN5 0.1492 0.135599 0.141656 Table 1 Valid: Average Misclassification Squared Error 0.187123 0.171482 0.176056 0.177725 0.186117 0.17131 Valid: Misclassification Rate Train: Roc Index 0.215509 0.804 0.222558 0.849 0.209466 Valid: Roc Index 0.759 0.754 0.834 0.756
Transcribed Image Text:f) Table 1 indicates the partial fit statistic for selected Artificial Neural Network models. Based on the information, identify the steps to evaluate underfit, overfit and the best model. Train: Average Train: Model Squared Description Error Rate NN3 NN8 NN5 0.1492 0.135599 0.141656 Table 1 Valid: Average Misclassification Squared Error 0.187123 0.171482 0.176056 0.177725 0.186117 0.17131 Valid: Misclassification Rate Train: Roc Index 0.215509 0.804 0.222558 0.849 0.209466 Valid: Roc Index 0.759 0.754 0.834 0.756
Expert Solution
steps

Step by step

Solved in 3 steps

SEE SOLUTIONCheck out a sample Q&A here
Blurred answer