Table of accuracy for field brix classification/regression prediction models. by Jihong Sun (344786)

Comparison of error rates in feature classification. by Jianpeng Zhang (528185)

Data Sheet 1_KDDC: a new framework that integrates kmers, dataset filtering, dimension reduction and classification algorithms to achieve immune cell heterogeneity classification.docx by Nan Zhang (46264)

“…</p>Methods<p>Here, we propose a novel KDDC framework that integrates kmers, dataset selection, dimensionality reduction and classification algorithms to facilitate the heterogeneous classification of immune cells.…”

Comparison of classification error rates for different competitor algorithms, with the top-ranked results shown in bold. by Genliang Li (5816264)

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ATF-DF Algorithm Flowchart. by Ming Gao (115719)

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Architectural flow of hybrid models for data classification. by Faten Al-hussein (20707521)

Comparison of experimental results of different algorithms in CICIDS2017 data set. by Haizhen Wang (346885)

Comparison of experimental results of different algorithms in the DDoS SDN data set. by Haizhen Wang (346885)

Confusion matrix for Random Forest algorithm (3000 Number of trees) highlights the classification accuracy across different classes. by Sadia Nazim (21440115)

Imbalanced classification metric. by Javad Hemmatian (20700209)

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The time consumption of algorithms (Datasets: Taihu). by Xiaochuan Wang (550306)

Multiclass comparison of algorithms on test data for KDDCup 99. by Arati Behera (19864844)

Study area for land cover classification in Songyuan City, Jilin Province, China. by Song Wu (36667)

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Classification performance of different combinations of text representation method & classifier. by Lu Xiao (314030)

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Stem diameter/plant height classification prediction model accuracy table. by Jihong Sun (344786)

Algorithm deployment. by Bo Tong (2138632)

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Clustering evaluation results of the FCM algorithm. by Xini Fang (20861990)

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The construction process of the FCM clustering algorithm. by Xini Fang (20861990)

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ATF-DF-WA Algorithm Experimental Code by jinhao zhong (20616116)

“…</li><li><b>stopwords.txt</b> – This file contains the stop words dictionary used in the experiment to remove common words that do not contribute significant meaning to the classification task.</li><li><b>classify.py</b> – This script performs text classification using the processed and vectorized data.…”

Performance metrics of best algorithms for binary classification of bacterial vs. non-bacterial meningitis with hyperparameter tuning. by Audêncio Victor (10400699)