classifier zhi

Gradient boosting is a machine learning technique for regression and classification problems, which produces a prediction model in the form of an ensemble of weak prediction models, typically decision trees. When a decision tree is the weak learner, the resulting algorithm is called gradient boosted trees, which usually outperforms random forest. It builds the model in a stage-wise fashion

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yu-feng li's homepage - nanjing university

yu-feng li's homepage - nanjing university

Classifier Circle Method for Multi-Label Learning. Journal of Software, 2015, 26(11): 2811-2819. (In chinese with english abstract). Yu-Feng Li and Zhi-Hua Zhou. Towards Making Unlabeled Data Never Hurt. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 37(1):175-188, 2015

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uci machine learning repository:thyroid diseasedata set

uci machine learning repository:thyroid diseasedata set

Zhi-Hua Zhou and Yuan Jiang. NeC4.5: Neural Ensemble Based C4.5. IEEE Trans. Knowl. Data Eng, 16. 2004. [View Context]. Xiaoyong Chai and Li Deng and Qiang Yang and Charles X. Ling. Test-Cost Sensitive Naive Bayes Classification. ICDM. 2004. [View Context]. Vassilis Athitsos and Stan Sclaroff

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kai ming ting- nanjing university

kai ming ting- nanjing university

47. Kai Ming Ting, Yue Zhu, Zhi-Hua Zhou (2018). Isolation Kernel and Its Effect on SVM. Proceedings of The ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2329-2337. 48. Ming Pang, Peng Zhao, Kai Ming Ting, Zhi-Hua Zhou (2018). Improving deep forest by confidence screening

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github- dkozlov/awesome-knowledge-distillation: awesome

github- dkozlov/awesome-knowledge-distillation: awesome

MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks, Yunteng Luan, Hanyu Zhao, Zhi Yang, Yafei Dai, 2019; Efficient Video Classification Using Fewer Frames, Shweta Bhardwaj, Mukundhan Srinivasan, Mitesh M. Khapra, 2019

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ucimachine learningrepository: wine data set

ucimachine learningrepository: wine data set

Yuan Jiang and Zhi-Hua Zhou. Editing Training Data for kNN Classifiers with Neural Network Ensemble. ISNN (1). 2004. [View Context]. Mikhail Bilenko and Sugato Basu and Raymond J. Mooney. Integrating constraints and metric learning in semi-supervised clustering. ICML. 2004. [View Context]

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hang zhang

hang zhang

张航,Hang Zhang,Amazon AI,Computer Vision. paper abstract bibtex slides code. With an increasing demand for training powers for deep learning algorithms and the rapid growth of computation resources in data centers, it is desirable to dynamically schedule different distributed deep learning tasks to maximize resource utilization and reduce cost

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artificial intelligenceinhealthcare: past, present and

artificial intelligenceinhealthcare: past, present and

Artificial intelligence (AI) aims to mimic human cognitive functions. It is bringing a paradigm shift to healthcare, powered by increasing availability of healthcare data and rapid progress of analytics techniques. We survey the current status of AI applications in healthcare and discuss its future. AI can be applied to various types of healthcare data (structured and unstructured)

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english translation of ( zhi / zh ) - classifier

english translation of ( zhi / zh ) - classifier

只 ( zhi / zhī ) (English translation: "classifier") as Chinese character including stroke order, Pinyin phonetic script, pronunciation in Mandarin, example sentence and English meaning DICTIONARY The Chinese word zhi - 只 - zhī

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: classifier for ... : zh | definition | mandarin

: classifier for ... : zh | definition | mandarin

只 definition at Chinese.Yabla.com, a free online dictionary with English, Mandarin Chinese, Pinyin, Strokes & Audio. Look it up now!

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word dictionary - zhi - mdbg chinese dictionary

word dictionary - zhi - mdbg chinese dictionary

classifier for birds and certain animals, one of a pair, some utensils, vessels etc . ... (PRC) China Zhi Gong Party, one of the eight legally recognized minor political parties following the direction of the CCP

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/ zh - chinese tutor

/ zh - chinese tutor

秩 (zhì): order / orderliness / (classifier) ten years. Containing 秩 禄秩 lù zhì official rank and pay 秩序 zhì xù social order / order (orderly) / order (sequence)

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a cpg methylation classifier to predict relapse in adults

a cpg methylation classifier to predict relapse in adults

Our four-CpG-based classifier could predict disease relapse in patients with T-LBL, and could be used to guide treatment decision. Clin Cancer Res . 2020 Jul 15;26(14):3760-3770. doi: 10.1158/1078-0432.CCR-19 …

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semi- & self-supervised imbalanced learning

semi- & self-supervised imbalanced learning

Yuzhe Yang Zhi Xu Computer Science & Artificial Intelligence Laboratory ... heavily imbalanced data naturally incurs "label bias" in the classifier, where the decision boundary can be drastically altered by the majority classes. In this work, we systematically investigate these two facets of labels

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eight-signature classifier for prediction of

eight-signature classifier for prediction of

Purpose: Currently, nasopharyngeal carcinoma (NPC) prognosis evaluation is based primarily on the TNM staging system. This study aims to identify prognostic markers for NPC. Patients and methods: We detected expression of 18 biomarkers by immunohistochemistry in NPC tumors from 209 patients and evaluated the association between gene expression level and disease-specific survival (DSS)

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yelp tripping - github pages

yelp tripping - github pages

Extra Trees Classifier. The extra trees classifier gave different importances for each feature, but the accuracy for this model is comparable to the random forest classifier. The feature importances of this model were more consistent with the way elite users are elected according to yelp so it was chosen as the preferred model

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