Thus, we call this classifier Group Lasso based Sparse KNN (GLSKNN). Compared to 8 other approaches, GLSKNN classifier outperforms other methods in term of classification accuracy for two public image datasets and images with different occlusion/noise levels....
Zheng S, Ding C (2020) A group lasso based sparse KNN classifier. Pattern Recogn Lett 131:227?233 Article Google Scholar Zheng Xl, Zhu My, Li Qb, Chen Cc, Tan Yc (2019) FinBrain: when finance meets AI 2.0. Front Inf Technol Electron Eng 20(7):914?924 Article Google Scholar Zho...
Compared with SCMAP, binary cell type classifier based on correlation. Benchmarked on 12 scRNA-seq datasets, provided in the GitHub repo, http://github.com/pcahan1/singleCellNet/. Blog post. Paper Tan, Yuqi, and Patrick Cahan. "SingleCellNet: A Computational Tool to Classify Single Cell RNA-...
sentiment_classifier - Sentiment classifier using word sense disambiguation. group-lasso - Some experiments with the coordinate descent algorithm used in the (Sparse) Group Lasso model. jProcessing - Kanji / Hiragana / Katakana to Romaji Converter. Edict Dictionary & parallel sentences Search. Sentence...
Pain is a complex and personal experience that presents diverse measurement challenges. Different sensing technologies can be used as a surrogate measure of pain to overcome these challenges. The objective of this review is to summarise and synthesise th
AdaBoost combines several weak classifiers based on decision trees to form a single strong classifier (Freund et al., 1996). The weak decision trees are known as stumps, which are typically only one level in depth. AdaBoost uses an iterative approach to learn from stumps and combines them ...
Pain is a complex and personal experience that presents diverse measurement challenges. Different sensing technologies can be used as a surrogate measure of pain to overcome these challenges. The objective of this review is to summarise and synthesise th
kNN: k nearest neighbors LDA: Linear discriminant analysis LRLR: Lasso-regularized logistic regression MSC: Multiclass spectral clustering NMF: Non-negative matrix factorization PSO: Particle swarm optimization PSOSVM: Particle swarm optimization support vector machine RF: Random forest RFE: ...
sentiment_classifier - Sentiment classifier using word sense disambiguation. group-lasso - Some experiments with the coordinate descent algorithm used in the (Sparse) Group Lasso model. jProcessing - Kanji / Hiragana / Katakana to Romaji Converter. Edict Dictionary & parallel sentences Search. Sentence...
sentiment_classifier - Sentiment classifier using word sense disambiguation. group-lasso - Some experiments with the coordinate descent algorithm used in the (Sparse) Group Lasso model. jProcessing - Kanji / Hiragana / Katakana to Romaji Converter. Edict Dictionary & parallel sentences Search. Sentence...