Only this week, Cameron made the naive decision to promise tough action on councils who fail to speedily place children in their care with adoptive parents.
Chelsea boss Mourinho was visibly infuriated to see physio Jon Fearn and doctor Carneiro run on to the field, telling the media afterwards that their "impulsive and naive" decision showed they did not "understand the game".
Cross-validation experiments show that the method is more accurate and reliable than the naive decision tree algorithm and several other ensemble learning methods.
As mentioned in Section 3.3, we adopt naive Bayes, decision tree and k-NN for our situation classification module and compare the results in terms of the accuracy and confusion matrix.
Different classifiers like naive Bayes, Decision Tree and k-Nearest Neighbor are applied in real-world scenarios and performances for instance of traffic situation detection are reported with higher than 95%.
So, is the Citizens United case the most naive Supreme Court decision in a century...or the most cynical?
We then coupled three different feature selection schemes (rank search, bidirectional best-first search and repeated bidirectional best-first search) with seven different classification models (three basic types: naive Bayes, decision tree and k-nearest neighbor) to perform a variety of data mining searches (Fig. 1).
Samtools and GATK use a naive Bayesian decision rule to call variants (DePristo et al., 2011; Li, 2011).
To date, support vector machines (SVMs), k-nearest neighbor, Naive Bayes, decision trees and neural networks have been used to extract knowledge patterns (6, 8).
Options for classification using machine learning methods include: unsupervised methods such as clustering and blind signal separation, or supervised methods such as artificial neural networks, support vector machines, nearest neighbor methods, Naive Bayes, decision trees, among others [ 6].
SCC: Squamous cell carcinoma; OMIM: Online Mendelian Inheritance in Man; NSCLC: Non-small cell lung cancer; GEO: Gene expression omnibus, NCBI: National Center for Biotechnology Information KNNN: K-nearest neighbor; NB: Naive bayes; C4.5: C4.5 decision tree; ROC: Receiver operating characteristic; AUCs: Area under ROC curves; DT: Decision tree; TrS: Training set; TeS: Test set.
