Traditional approaches include subjective prediction, objective prediction, and simple statistical methods.
OSC treatment leads to PLS calibration models with good prediction ability and simpler than those obtained using other pretreatments.
Finally, the proposed algorithm is tested on 14 real-world classification problems from the UCI machine learning repository, and experimental results illustrate that the algorithm is able to produce RBFNN models that have better prediction accuracies and simpler structures than conventional algorithms of classification.
The main conclusion is that the use of complicated phenomenological models requiring large experimental data sets for implementation does not necessarily pay back in terms of accurate predictions and consequently simple models requiring limited experimental effort should be preferred.
Digital computations are used to explore the range of validity of the predictions and a simple laboratory study of the snap-through buckling of an elastic cantilevered column provides an experimental verification.
The new information provides the basis for further exploration of the BHT including new predictions and proposed relatively simple experiments to test them.
Both the accurate prediction and the simple and rapid prediction on the applicable deformation capacity of the damper are proposed according to the analysis of low-cycle fatigue life.
Making predictions in simpler and more robust way is often required by practitioners in software engineering industry.
In the first 24 hours following ICU admission, they have significant independent predictive value, improve the performance of illness severity score-based outcome predictions and are superior to simple static measures of lactate concentration.
In the first 24 hours following ICU admission, dynamic indices of hyperlactatemia have significant independent predictive value, improve the performance of illness severity score-based outcome predictions and are superior to simple static indices of lactate concentration.
