Quantum Modelling - IBM HR Attrition Dataset
收藏Mendeley Data2026-05-21 收录
下载链接：
https://data.mendeley.com/datasets/zx9w44krt6
下载链接
链接失效反馈官方服务：
资源简介：
This is the dataset developed using data Pavansubhash. (2017). IBM HR Analytics Employee Attrition & Performance. https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset/data
The data has been preprocessed as clean, noisy and imbalanced and machine learning has been attempted to apply and test classical models such as RandomForest, SVM, LogisticRegression, GradientBoosting, NNN, NaiveBayes, DecisionTree, and also Quantum Models such as QuantumKernel, QSVC, VQC_shallow, VQC_deep. The models were compared using metrics such as Accuracy, Precision, Recall, F1, Time and a Confusion Matrix was developed.
The code used for preprocessing, classical and quantum modelling has been provided,
Software and environment the code was operated details has been added
The Clean, Noisy and Imbalanced datasets were provided
Final Results were also added
创建时间：
2026-05-01
