Table 10 Hyperparameters setting for machine learning algorithms.
From: Impact of ByteDance crisis communication strategies on different social media users
Algorithms | Hyperparameters setting | |||
|---|---|---|---|---|
Logistic Regression | Penalty = l2 Multi_class = ovr | C = 1 | Solver = liblinear | Max_iter = 1000 |
KNN | Algorithm = auto N_neighbors = 5 | Leaf_size = 30 P = 2 | Metric = minkowski Weights = uniform | N_jobs = 1 |
Random Forest | Criterion = gini N_estimators = 100 | Max_depth = 10 | Max_features = 4 | Min_samples_split =6 |
SVM | C = 1 | Gamma = 1 | Kernel = rbf | Epsilon=0.1 |
