Selected article for: "coefficient correlation rmse and correlation rmse"
Author: Sina F. Ardabili; Amir MOSAVI; Pedram Ghamisi; Filip Ferdinand; Annamaria R. Varkonyi-Koczy; Uwe Reuter; Timon Rabczuk; Peter M. Atkinson
Title: COVID-19 Outbreak Prediction with Machine Learning
  • Document date: 2020_4_22
    • ID: nu0pn2q8_68
    Snippet: For the dataset of Iran, MLP with 12 neurons in the hidden layer for scenario 1 and ANFIS with Gaussian MF type for scenario 2 provided the best performance for the prediction of the outbreak. By considering the average values of the RMSE and correlation coefficient, it can be concluded that scenario 1 provided better performance than scenario 2. Also, in general, the MLP has higher prediction accuracy compared with the ANFIS method......
    Document: For the dataset of Iran, MLP with 12 neurons in the hidden layer for scenario 1 and ANFIS with Gaussian MF type for scenario 2 provided the best performance for the prediction of the outbreak. By considering the average values of the RMSE and correlation coefficient, it can be concluded that scenario 1 provided better performance than scenario 2. Also, in general, the MLP has higher prediction accuracy compared with the ANFIS method.

    Search related documents:
    Co phrase search for related documents
    • ANFIS method and prediction accuracy: 1
    • average value and prediction accuracy: 1, 2
    • correlation rmse and hidden layer: 1
    • correlation rmse and outbreak prediction: 1, 2, 3
    • correlation rmse and prediction accuracy: 1, 2, 3
    • correlation rmse coefficient and hidden layer: 1
    • correlation rmse coefficient and outbreak prediction: 1, 2, 3
    • correlation rmse coefficient and prediction accuracy: 1, 2
    • good performance and high prediction accuracy: 1, 2, 3
    • good performance and outbreak prediction: 1
    • good performance and outbreak prediction good performance: 1
    • good performance and prediction accuracy: 1, 2, 3, 4, 5, 6, 7, 8, 9
    • hidden layer and high prediction accuracy: 1
    • hidden layer and outbreak prediction: 1
    • hidden layer and prediction accuracy: 1, 2
    • high prediction accuracy and prediction accuracy: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • outbreak prediction and prediction accuracy: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12