Yuh Jye Lee

Lab Reading List

• Wing, Jeannette M. "Computational thinking." Communications of the ACM 49.3 (2006): 33-35
• Domingos, Pedro. "A few useful things to know about machine learning." Communications of the ACM 55.10 (2012): 78-87.
• Dhar, Vasant. "Data science and prediction." Communications of the ACM 56.12 (2013): 64-73.
• Provost, Foster, and Tom Fawcett. "Data science and its relationship to big data and data-driven decision making." Big Data 1.1 (2013): 51-59.

Toolboxes

• Smooth Support Vector Machine Toolbox
• Kernel Statistics Toolbox
• Anomaly Detection Toolbox
• MPI Toolbox

Datasets

Cardiac Arrhythmia Database

• Sources
• Distinguish between the presence and absence of cardiac arrhythmia and classify it in one of the 16 groups

BUPA liver disorders

• Sources
• BUPA Medical Research Ltd. Data Set Information: The first 5 variables are all blood tests which are thought to be sensitive to liver disorders that might arise from excessive alcohol consumption.

Johns Hopkins University Ionosphere database

• Sources
• Details

Adult Database

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• Details

Wisconsin Breast Cancer Database (January 8, 1991)

• Sources
• Details

Dermatology Database

• Sources
• Details

Echocardiogram Data

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• Details

Hepatitis Domain

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• Details

Boston Housing Data

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• Details

leukemia Data

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• Details

Lung Cancer Data

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• Details

Pima Indians Diabetes Database

• Sources
• Details

Postoperative Patient Data

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• Details

table_ALL_AML_Data

• Sources(Data)
• Sources(Label)
• Sources

Wisconsin Diagnostic Breast Cancer (WDBC)

• Sources
• Details

Wisconsin Prognostic Breast Cancer (WPBC)

• Sources
• Details