Predicting the Algorithmic Time Complexity of Single Parametric Algorithms Using Multiclass Classification with Gradient Boosted Trees - Sharma, Deepak Kumar; Vohra, Sumit; Gupta, Tarun; Goyal, Vipul (2018 Eleventh International Conference on Contemporary Computing (IC3), 2018)
Keywords: Accuracy; Classification algorithms; Codes; Complexity theory; Machine learning; Machine learning algorithms; Manuals; Matplotlib; Pandas; Prediction algorithms; Pyplot; Python; Scikit; Tensorflow; Time complexity; xgboost