We consider the problem of testing equality conditional distributions a response variable given vector covariates between two populations. Such hypothesis can be motivated from various machine learning and statistical inference scenarios, including transfer causal predictive inference. develop nonparametric test procedure inspired conformal prediction framework. The construction our statistic c...

In this study, an application of a voltammetric electronic tongue for discrimination and prediction of different varieties of rice was investigated. Different pretreatment methods were selected, which were subsequently used for the discrimination of different varieties of rice and prediction of unknown rice samples. To this aim, a voltammetric array of sensors based on metallic electrodes was u...

This study focuses on how to predict diabetes using blood sample data and machine learning algorithms like the Voting Classifier over Random Forest technique. The proposed prediction models were trained evaluated a dataset that included seven variables: glucose level, diastolic pressure, thickness, insulin levels, BMI, age, skin. new classifier (VC) (RF) are used of 1495 records with 10 feature...

This study focuses on predicting breathing pattern, which is crucial to deal with system latency in the treatments of moving lung tumors. Predicting respiratory motion in real-time is challenging, due to the inherent chaotic nature of breathing patterns, i.e. sensitive dependence on initial conditions. In this work, nonlinear prediction methods are used to predict the short-term evolution of th...