Machine Learning, Xgboost, Financial Data, Model Selection.
shows the index numbers of each feature in the dataframe and what relative importance each has in predicting the target variable. According to this analysis, two features appear to hold a larger share of the predictive weight. Now, it should be noted that by adjusting the n_estimators,