EVALUATION OF SUBJECTIVE AND OBJECTIVE PERFORMANCE METRICS FOR HAPTICALLY CONTROLLED ROBOTIC SYSTEMS



The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Regression analysis makes up a large part of supervised machine learning, and consists of the prediction of a continuous independent target from a set of other predictor variables.The difference between binary classification and regression is in the target range: in binary classification, the target can have only two values (usually encoded as 0 an

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The AR6 Scenario Explorer and the history of IPCC Scenarios Databases: evolutions and challenges for transparency, pluralism and policy-relevance

Abstract Emissions scenarios have always been a crucial part of IPCC reports.They are instrumental to the shared assessment of climate research and to its policy relevance.Since the early days of climate change research, the number of emissions and mitigation scenarios in the literature has grown exponentially.An infrastructure was developed to col

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