Sentence examples for different combinations of features from inspiring English sources
(a) Predictive power of models trained on different combinations of features based on their functional importance.
In general, the Random Forest model performed the best across different combinations of features and data sampling approaches.
The algorithm first builds a data structure known as a tree — kind of like a family-tree diagram — that represents different combinations of features.
Because these eye features tend to be stable within each phylum, the different combinations of features among phyla were taken to mean that the eyes had evolved independently.
That's the value of the relationships NEC innovators would have built with potential customers while testing the original prototype, which would have enabled them to test different combinations of features quickly.
Furthermore, random forests as one of machine learning techniques were built for developing the classifier with three different combinations of features.
Table 1 Friedman ranking of different combinations of feature selection and extraction methods Combination Ranking LR_FEWT 1 BD_FEWT 2.4 SR_FEWT 2.95 LR_EWT 4.3 WFS_FEWT 5.25 SR_EWT 5.75 BD_EWT 6.35 WFS_EWT 8.
Ranking method and Friedman's statistical test are also performed to rank and compare different combinations of feature extraction methods and feature selection methods which endorse the efficacy of the proposed approach.
That is why we tried different combinations of feature selection methods and text classifiers on multiple datasets in our research so that we can compare their performance collectively and accurately.
We examined the correlations of binary saccade maps and different combinations of feature similarity maps and found that a linear combination of the features hue and frequency was most highly correlated with saccade maps.
