Predicting Risk through Artificial Intelligence Based on Machine Learning Algorithms: A Case of Pakistani Nonfinancial Firms

Table 2

Comparison of order of all the techniques used.

---

Risk prediction using RMSE parameter:

Random forest > decision tree > KNN > naïve Bayes

---

Risk prediction using MAE parameter:

Random forest > decision tree > KNN > naïve Bayes

---