Three binary classification models were developed using three techniques Decision Tree (DT), Deep Learning (DL), and Naïve Bayes (NB).
We applied several artificial intelligence techniques: decision trees (DT), neural networks (NN) and support vector machines (SVM) to improve the accuracy of predictions and found that SVM gave the best performance.
The analysis combines the advantages of statistical approach (regression analysis) and data mining techniques (decision tree) for generation of easily interpretable rules for clinical decision making [ 12].
Shortliffe and colleagues skillfully organised these approaches into categories including: clinical algorithms, databank analysis, mathematical modelling of physical processes, statistical pattern recognition, Bayesian techniques, decision theory approaches and symbolic reasoning.
This is followed by a general enquiry such as 'How have things been since we last met?' IPT-ED makes use of a range of therapeutic techniques as employed in IPT for depression (e.g., clarification and exploratory techniques, decision analysis, communication analysis and role play).
In the literature on MTT in sensor network, its survey primarily consists of target dynamic models, observation models and techniques, decision-based methods, multiple-model methods, and nonlinear filtering methods.
In addition to the decision to employ specific cognitive techniques, decisions can be made about the manner in which the techniques are delivered.
With regard to fertility preservation techniques, decisions often have to be made quickly, such as whether to preserve oocytes or embryos, and dealing with these complex decisions in the midst of a cancer diagnosis can be overwhelming (Quinn and Vadaparampil, 2013).
Using qualitative data analysis techniques, decision-making processes involving prenatal record content specifically related to maternal smoking and alcohol use will be compared both within and across each case, to identify key contextual factors influencing the uptake and application of research evidence by prenatal record review committees.
It is what I call 'expert data' because you have an evaluation of technique or decision making.
