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Table 6 Comparison of the p-values from the Student’s paired t-test between the proposed ensemble stacking and other baseline estimators (DAViS-A-w-c), with \(\alpha\) = 0.05

From: DAViS: a unified solution for data collection, analyzation, and visualization in real-time stock market prediction

Base estimator MAPE DA
Linear regression < 0.05 < 0.05
Bayesian ridge 0.056 < 0.05
Decision tree < 0.05 < 0.05
Random forest < 0.05 < 0.05
K-Neighbors < 0.05 < 0.05
AdaBoost < 0.05 < 0.05
Gradient Boost < 0.05 < 0.05
XGBoost 0.470 < 0.05