Correlation for prediction

Customer Churn is now becoming a significant problem in the banking sector. It is necessary to seek solutions to predict the rate of customer churn in banks; however, the dataset for customer churn prediction in banks is imbalanced. In this paper, Random Forest (RF) based on two popular resampling techniques, named SMOTE and ADASYN, are used to obtain a banking customer churn prediction model.

6p viyamanaka 06-02-2025 6 2   Download

A Bayesian approach with frequentist validity has been developed to support inferences derived from a BLevel A^ in vivo-in vitro correlation (IVIVC). Irrespective of whether the in vivo data reflect in vivo dissolution or absorption, the IVIVC is typically assessed using a linear regression model. Confidence intervals are generally used to describe the uncertainty around the model. While the confidence intervals can describe population-level variability, it does not address the individual-level variability.

16p caothientrangnguyen 09-05-2020 39 2   Download

The dementia familial encephalopathy with neuroserpin inclusion bodies (FENIB) is caused by point mutations in the neuroserpin gene.We have shown a correlation between the predicted effect of the mutation and the number of intracerebral inclusions, and an inverse relationshipwith the age of onset of disease. Our previous work has shown that the intraneuronal inclusions in FENIB result from the sequential interactionbetween the reactive centre loopofone neuroserpin molecule withb-sheet A of the next. ...

0p awards 05-04-2013 32 3   Download

The EF-hand calcium-binding proteins may exist either in an extended or a compact conformation. This conformation is sometimes correlated with the function of the calcium-binding protein. For those proteins whose structure and function are known, calcium sensors are usually extended and calcium buffers compact; hence, there is interest in predicting the form of the pro-tein starting from its sequence.

12p vinaphone15 27-02-2013 32 2   Download

ORGANIZATIONL CHANGE THROUGH THE MANDATED IMOLEMENTATION OF NEW INFORMATION SYSTEMS TECHNOLOGY : A MODIFIED TECHNOLOGY ACCEPTANCE MODEL A second shortcoming of the validity literature is more fundamental. In a world in which student background characteristics are known to be correlated with academic success (i.e. with both SAT scores and collegiate grades), it is quite difficult to interpret validity estimates that fail to take account of these background characteristics.

207p mualan_mualan 25-02-2013 67 9   Download

Tuyển tập các báo cáo nghiên cứu về y học được đăng trên tạp chí y học quốc tế cung cấp cho các bạn kiến thức về ngành y đề tài: Protein-lipid interactions: correlation of a predictive algorithm for lipid-binding sites with three-dimensional structural data

14p toshiba17 31-10-2011 50 3   Download

Tuyển tập các báo cáo nghiên cứu về y học được đăng trên tạp chí y học quốc tế cung cấp cho các bạn kiến thức về ngành y đề tài:Formation of translational risk score based on correlation coefficients as an alternative to Cox regression models for predicting outcome in patients with NSCLC

13p toshiba17 28-10-2011 55 3   Download