The Pima Indians Diabetes Data Set Sample Clauses

The Pima Indians Diabetes Data Set. The Pima Indians Diabetes data set is an example of a data set from the medical domain. It contains a number of physiological measurements and medical test results of 768 females of Pima Indian heritage of at least 21 years old. The classification task consists of predicting whether a patient would test positive for diabetes according to criteria from the WHO (World Health Organization). The data set contains 500 positive examples and 268 negative examples. In [76] a 12-fold cross-validation was used but we decided on using a 10-fold cross-validation in order to compare our results to those of the other algorithms. Because of the 10-fold cross validation the data set was divided into 8 folds of size 77 and 2 folds of size 76. Our simple gp constructed 1254 internal nodes as well as 2 terminal nodes for the target classes. This results in a search space on the Pima Indians Diabetes data set of size ≈ 7.0 × 10121.
AutoNDA by SimpleDocs
The Pima Indians Diabetes Data Set. The results for the Pima Indians Diabetes data set are displayed in Table 3.7. Although not particularly good, the results of the gain ratio gp algorithms are the most surprising. For k = 2 and k = 3 these algorithms have exactly the same misclassification performance per fold, although the sets of possible internal nodes differ as a result of the maximum allowed number of partitions per numerical valued attribute. The same behavior is seen for k = 4 and k =
The Pima Indians Diabetes Data Set. If we look at the results in Table 4.4 we see that all the fuzzy gp algorithms have a significantly better classification performance for k = 2 than their respective Boolean versions. For k = 3 the differences are only statistically significant for our fuzzy and non-fuzzy gain ratio gp algorithms. Compared to esia all our fuzzy gp algorithms perform better. The dif- ferences in classification performance between Ltree, OC1 and C4.5 and our fuzzy gp algorithms are not statistically significant.

Related to The Pima Indians Diabetes Data Set

  • Statewide HUB Program Statewide Procurement Division Note: In order for State agencies and institutions of higher education (universities) to be credited for utilizing this business as a HUB, they must award payment under the Certificate/VID Number identified above. Agencies, universities and prime contractors are encouraged to verify the company’s HUB certification prior to issuing a notice of award by accessing the Internet (xxxxx://xxxxx.xxx.xxxxx.xx.xx/tpasscmblsearch/index.jsp) or by contacting the HUB Program at 000-000-0000 or toll-free in Texas at 0-000-000-0000.

  • Radiation Therapy/Chemotherapy Services This plan covers chemotherapy and radiation services. Respiratory Therapy This plan covers respiratory therapy services. When respiratory services are provided in your home, as part of a home care program, durable medical equipment, supplies, and oxygen are covered as a durable medical equipment service.

  • Development or Offering of Renewable Energy Sources Competitive Supplier agrees that it will comply with the applicable provisions of X.X.X. x. 00X, § 00X, § 00 F1/2, and any regulations, orders or policies adopted pursuant thereto.

  • First Source Hiring Program Contractor must comply with all of the provisions of the First Source Hiring Program, Chapter 83 of the San Francisco Administrative Code, that apply to this Agreement, and Contractor is subject to the enforcement and penalty provisions in Chapter 83.

  • Organ Transplants This plan covers organ and tissue transplants when ordered by a physician, is medically necessary, and is not an experimental or investigational procedure. Examples of covered transplant services include but are not limited to: heart, heart-lung, lung, liver, small intestine, pancreas, kidney, cornea, small bowel, and bone marrow. Allogenic bone marrow transplant covered healthcare services include medical and surgical services for the matching participant donor and the recipient. However, Human Leukocyte Antigen testing is covered as indicated in the Summary of Medical Benefits. For details see Human Leukocyte Antigen Testing section. This plan covers high dose chemotherapy and radiation services related to autologous bone marrow transplantation to the extent required under R.I. Law § 27-20-60. See Experimental or Investigational Services in Section 3 for additional information. To speak to a representative in our Case Management Department please call 1-401- 000-0000 or 1-888-727-2300 ext. 2273. The national transplant network program is called the Blue Distinction Centers for Transplants. SM For more information about the Blue Distinction Centers for TransplantsSM call our Customer Service Department or visit our website. When the recipient is a covered member under this plan, the following services are also covered: • obtaining donated organs (including removal from a cadaver); • donor medical and surgical expenses related to obtaining the organ that are integral to the harvesting or directly related to the donation and limited to treatment occurring during the same stay as the harvesting and treatment received during standard post- operative care; and • transportation of the organ from donor to the recipient. The amount you pay for transplant services, for the recipient and eligible donor, is based on the type of service.

  • Crossing Picket Lines The Company will not expect an employee to cross a picket line, including a picket line at a customer site, if to do so would place the employee's life, limb or personal property in jeopardy.

  • BUY AMERICA ACT (National School Lunch Program and Breakfast Program With respect to products purchased by Customers for use in the National School Lunch Program and/or National School Breakfast Program, Contractor shall comply with all federal procurement laws and regulations with respect to such programs, including the Buy American provisions set forth in 7 C.F.R. Part 210.21(d), to the extent applicable. Contractor agrees to provide all certifications required by Customer regarding such programs. In the event Contractor or Contractor’s supplier(s) are unable or unwilling to certify compliance with the Buy American Provision, or the applicability of an exception to the Buy American provision, H-GAC Customers may decide not to purchase from Contractor. Additionally, H-GAC Customers may require country of origin on all products and invoices submitted for payment by Contractor, and Contractor agrees to comply with any such requirement.

  • MEDICALLY FRAGILE STUDENTS 1. If a teacher will be providing instructional or other services to a medically fragile student, the teacher or another adult who will be present when the instruction or other services are being provided will be advised of the steps to be taken in the event an emergency arises relating to the student's medical condition.

  • Clinical Management for Behavioral Health Services (CMBHS) System The CMBHS is the official record of documentation by System Agency. Grantee shall:

  • Orally Administered Anticancer Medication In accordance with RIGL § 27-20-67, prescription drug coverage for orally administered anticancer medications is provided at a level no less favorable than coverage for intravenously administered or injected cancer medications covered under your medical benefit.

Time is Money Join Law Insider Premium to draft better contracts faster.