OpenML

bolts (1)

Data from StatLib (ftp stat.cmu.edu/datasets) SUMMARY: Data from an experiment on the affects of machine adjustments on the time to count bolts. Data appear as the STATS (Issue 10) Challenge. DATA:…

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40 instances - 7 features - 0 classes - 0 missing values

monks-problems-3 (1)

The Monk's Problems: Problem 3 This is a merged version of the separate train and test set which are usually distributed. On OpenML this train-test split can be found as one of the possible tasks.…

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554 instances - 7 features - 2 classes - 0 missing values

delta_elevators (1)

This data set is also obtained from the task of controlling the ailerons of a F16 aircraft, although the target variable and attributes are different from the ailerons domain. The target variable here…

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9517 instances - 7 features - 0 classes - 0 missing values

car (1)

1. Title: Car Evaluation Database 2. Sources: (a) Creator: Marko Bohanec (b) Donors: Marko Bohanec (marko.bohanec@ijs.si) Blaz Zupan (blaz.zupan@ijs.si) (c) Date: June, 1997 3. Past Usage: The…

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1728 instances - 7 features - 4 classes - 0 missing values

monks-problems-1 (1)

The Monk's Problems: Problem 1 This is a merged version of the separate train and test set which are usually distributed. On OpenML this train-test split can be found as one of the possible tasks.…

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556 instances - 7 features - 2 classes - 0 missing values

longley (1)

Data from StatLib (ftp stat.cmu.edu/datasets) The infamous Longley data, "An appraisal of least-squares programs from the point of view of the user", JASA, 62(1967) p819-841. Variables are: Number of…

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16 instances - 7 features - 0 classes - 0 missing values

autoMpg (1)

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Identifier attribute deleted. As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction using instance-based…

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398 instances - 8 features - 0 classes - 6 missing values

artificial-characters (1)

Dataset artificially generated by using first order theory which describes structure of ten capital letters of English alphabet

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10218 instances - 8 features - 10 classes - 0 missing values

LED-display-domain-7digit (1)

1. Title of Database: LED display domain 2. Sources: (a) Breiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. (1984). Classification and Regression Trees. Wadsworth International Group: Belmont,…

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500 instances - 8 features - 10 classes - 0 missing values

sleep (1)

Data from StatLib (ftp stat.cmu.edu/datasets) Data from which conclusions were drawn in the article "Sleep in Mammals: Ecological and Constitutional Correlates" by Allison, T. and Cicchetti, D.…

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62 instances - 8 features - 0 classes - 12 missing values

kin8nm (1)

This is data set is concerned with the forward kinematics of an 8 link robot arm. Among the existing variants of this data set we have used the variant 8nm, which is known to be highly non-linear and…

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8192 instances - 9 features - 0 classes - 0 missing values

electricity (1)

No data.

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45312 instances - 9 features - 2 classes - 0 missing values

abalone (1)

1. Title of Database: Abalone data 2. Sources: (a) Original owners of database: Marine Resources Division Marine Research Laboratories - Taroona Department of Primary Industry and Fisheries, Tasmania…

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4177 instances - 9 features - 28 classes - 0 missing values

diabetes (1)

1. Title: Pima Indians Diabetes Database 2. Sources: (a) Original owners: National Institute of Diabetes and Digestive and Kidney Diseases (b) Donor of database: Vincent Sigillito…

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768 instances - 9 features - 2 classes - 0 missing values

Click_prediction_small (5)

This data is derived from the 2012 KDD Cup. The data is subsampled to 0.1% of the original number of instances, downsampling the majority class (click=0) so that the target feature is reasonably…

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39948 instances - 10 features - 2 classes - 0 missing values

Amazon_employee_access (1)

Data from the Kaggle Amazon Employee Access Challenge: https://www.kaggle.com/c/amazon-employee-access-challenge When an employee at any company starts work, they first need to obtain the computer…

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32769 instances - 10 features - 2 classes - 0 missing values

profb (1)

PRO FOOTBALL SCORES (raw data appears after the description below) How well do the oddsmakers of Las Vegas predict the outcome of professional football games? Is there really a home field advantage -…

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672 instances - 10 features - 2 classes - 1200 missing values

tic-tac-toe (1)

1. Title: Tic-Tac-Toe Endgame database 2. Source Information -- Creator: David W. Aha (aha@cs.jhu.edu) -- Donor: David W. Aha (aha@cs.jhu.edu) -- Date: 19 August 1991 3. Known Past Usage: 1.…

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958 instances - 10 features - 2 classes - 0 missing values

lowbwt (1)

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Identification code deleted. As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction using instance-based…

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189 instances - 10 features - 0 classes - 0 missing values

breast-w (1)

No data.

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699 instances - 10 features - 2 classes - 16 missing values

cmc (1)

1. Title: Contraceptive Method Choice 2. Sources: (a) Origin: This dataset is a subset of the 1987 National Indonesia Contraceptive Prevalence Survey (b) Creator: Tjen-Sien Lim (limt@stat.wisc.edu)…

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1473 instances - 10 features - 3 classes - 0 missing values

MagicTelescope (1)

Dataset from the MLRR repository: http://axon.cs.byu.edu:5000/

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19020 instances - 11 features - 2 classes - 0 missing values

ilpd (1)

Source: 1. Bendi Venkata Ramana, ramana.bendi '@' gmail.com Associate Professor, Department of Information Technology, Aditya Instutute of Technology and Management, Tekkali - 532201, Andhra Pradesh,…

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583 instances - 11 features - 2 classes - 0 missing values

pharynx (1)

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Case number deleted. As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction using instance-based learning…

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195 instances - 11 features - 0 classes - 2 missing values

Diabetes(scikit-learn) (1)

.. _diabetes_dataset: Diabetes dataset ---------------- Ten baseline variables, age, sex, body mass index, average blood pressure, and six blood serum measurements were obtained for each of n = 442…

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442 instances - 11 features - 0 classes - 0 missing values

vowel (2)

In my work on context-sensitive learning, I used the "Deterding Vowel Recognition Data", but I found it necessary to reformulate the data. Implicit in the original data is contextual information on…

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990 instances - 13 features - 11 classes - 0 missing values

dresses-sales (2)

####1. Summary This dataset contain attributes of dresses and their recommendations according to their sales.Sales are monitor on the basis of alternate days. The attributes present analyzed are:…

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500 instances - 13 features - 2 classes - 835 missing values

cleveland (1)

Donor: David W. Aha (aha@ics.uci.edu) This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one…

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303 instances - 14 features - 0 classes - 6 missing values

cholesterol (1)

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Cholesterol treated as the class attribute. As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction using…

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303 instances - 14 features - 0 classes - 6 missing values

detroit (1)

Data from StatLib (ftp stat.cmu.edu/datasets) This is the data set called `DETROIT' in the book `Subset selection in regression' by Alan J. Miller published in the Chapman & Hall series of monographs…

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13 instances - 14 features - 0 classes - 0 missing values

eeg-eye-state (1)

All data is from one continuous EEG measurement with the Emotiv EEG Neuroheadset. The duration of the measurement was 117 seconds. The eye state was detected via a camera during the EEG measurement…

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14980 instances - 15 features - 2 classes - 0 missing values

adult (2)

Prediction task is to determine whether a person makes over 50K a year. Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was extracted using the…

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48842 instances - 15 features - 2 classes - 6465 missing values

Australian (3)

This is the famous Australian dataset, retrieved 2014-11-14 from the libSVM site. It was normalized. The original version is from…

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690 instances - 15 features - 2 classes - 0 missing values

JapaneseVowels (1)

This dataset records 640 time series of 12 LPC cepstrum coefficients taken from nine male speakers. The data was collected for examining our newly developed classifier for multidimensional curves…

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9961 instances - 15 features - 9 classes - 0 missing values

credit-a (1)

1. Title: Credit Approval 2. Sources: (confidential) Submitted by quinlan@cs.su.oz.au 3. Past Usage: See Quinlan, * "Simplifying decision trees", Int J Man-Machine Studies 27, Dec 1987, pp. 221-234. *…

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690 instances - 16 features - 2 classes - 67 missing values

autoPrice (1)

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! All nominal attributes and instances with missing values are deleted. Price treated as the class attribute. As used by…

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159 instances - 16 features - 0 classes - 0 missing values

auto_price (1)

This data set consists of three types of entities: (a) the specification of an auto in terms of various characteristics; (b) its assigned insurance risk rating,; (c) its normalized losses in use as…

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159 instances - 16 features - 0 classes - 0 missing values

letter (1)

1. TITLE: Letter Image Recognition Data The objective is to identify each of a large number of black-and-white rectangular pixel displays as one of the 26 capital letters in the English alphabet. The…

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20000 instances - 17 features - 26 classes - 0 missing values

pendigits (1)

1. Title of Database: Pen-Based Recognition of Handwritten Digits 2. Source: E. Alpaydin, F. Alimoglu Department of Computer Engineering Bogazici University, 80815 Istanbul Turkey alpaydin@boun.edu.tr…

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10992 instances - 17 features - 10 classes - 0 missing values

anneal (70)

test

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20000 instances - 17 features - 26 classes - 0 missing values

bank-marketing (1)

Available at: [pdf] http://hdl.handle.net/1822/14838 [bib] http://www3.dsi.uminho.pt/pcortez/bib/2011-esm-1.txt 1. Title: Bank Marketing 2. Sources Created by: Paulo Cortez (Univ. Minho) and Sérgio…

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45211 instances - 17 features - 2 classes - 0 missing values

vehicle (1)

NAME vehicle silhouettes PURPOSE to classify a given silhouette as one of four types of vehicle, using a set of features extracted from the silhouette. The vehicle may be viewed from one of many…

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846 instances - 19 features - 4 classes - 0 missing values

pbc (1)

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Case number deleted. X treated as the class attribute. As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric…

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418 instances - 19 features - 0 classes - 1239 missing values

eucalyptus (1)

The objective was to determine which seedlots in a species are best for soil conservation in seasonally dry hill country. Determination is found by measurement of height, diameter by height, survival,…

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736 instances - 20 features - 5 classes - 448 missing values

segment (1)

1. Title: Image Segmentation data 2. Source Information -- Creators: Vision Group, University of Massachusetts -- Donor: Vision Group (Carla Brodley, brodley@cs.umass.edu) -- Date: November, 1990 3.…

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2310 instances - 20 features - 7 classes - 0 missing values

credit-g (1)

Description of the German credit dataset. 1. Title: German Credit data 2. Source Information Professor Dr. Hans Hofmann Institut f"ur Statistik und "Okonometrie Universit"at Hamburg FB…

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1000 instances - 21 features - 2 classes - 0 missing values

climate-model-simulation-crashes (1)

Source: D. Lucas (ddlucas .at. alum.mit.edu), Lawrence Livermore National Laboratory; R. Klein (rklein .at. astron.berkeley.edu), Lawrence Livermore National Laboratory & U.C. Berkeley; J. Tannahill…

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540 instances - 21 features - 2 classes - 0 missing values

jm1 (1)

This is a PROMISE data set made publicly available in order to encourage repeatable, verifiable, refutable, and/or improvable predictive models of software engineering. If you publish material based…

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10885 instances - 22 features - 2 classes - 25 missing values

pc1 (1)

%-*- text -*- %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% This is a PROMISE Software Engineering Repository data set made publicly available in order to encourage…

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1109 instances - 22 features - 2 classes - 0 missing values

kc1 (1)

%-*- text -*- %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% This is a PROMISE Software Engineering Repository data set made publicly available in order to encourage…

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2109 instances - 22 features - 2 classes - 0 missing values

cpu_act (1)

The Computer Activity databases are a collection of computer systems activity measures. The data was collected from a Sun Sparcstation 20/712 with 128 Mbytes of memory running in a multi-user…

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8192 instances - 22 features - 0 classes - 0 missing values

collins (1)

The following are data used in an analysis of the Brown and Frown corpora for my doctoral dissertation titled ``Variations in Written English: Characterizing Authors' Rhetorical Language Choices…

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500 instances - 22 features - 15 classes - 0 missing values

kc2 (1)

%-*- text -*- %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% This is a PROMISE Software Engineering Repository data set made publicly available in order to encourage…

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522 instances - 22 features - 2 classes - 0 missing values

mushroom (1)

1. Title: Mushroom Database 2. Sources: (a) Mushroom records drawn from The Audubon Society Field Guide to North American Mushrooms (1981). G. H. Lincoff (Pres.), New York: Alfred A. Knopf (b) Donor:…

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8124 instances - 23 features - 2 classes - 2480 missing values

wall-robot-navigation (1)

* Dataset Title: Wall-Following Robot Navigation Data Data Set * Abstract: The data were collected as the SCITOS G5 robot navigates through the room following the wall in a clockwise direction, for 4…

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5456 instances - 25 features - 4 classes - 0 missing values

sick (1)

; ; Thyroid disease records supplied by the Garavan Institute and J. Ross ; Quinlan, New South Wales Institute, Syndney, Australia. ; ; 1987. ; sick, negative. | classes age: continuous. sex: M, F. on…

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3772 instances - 30 features - 2 classes - 6064 missing values

wdbc (1)

* Title: Breast Cancer Wisconsin (Diagnostic) Data Set (WDBC) * Abstract: Diagnostic Wisconsin Breast Cancer Database * Source: Creators: 1. Dr. William H. Wolberg, General Surgery Dept. University of…

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569 instances - 31 features - 2 classes - 0 missing values

PhishingWebsites (1)

Source: Rami Mustafa A Mohammad ( University of Huddersfield, rami.mohammad '@' hud.ac.uk, rami.mustafa.a '@' gmail.com) Lee McCluskey (University of Huddersfield,t.l.mccluskey '@' hud.ac.uk ) Fadi…

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11055 instances - 31 features - 2 classes - 0 missing values

GesturePhaseSegmentationProcessed (1)

Additionally, the authors require a citation to one or more publications from those cited as relevant papers. Source: Creators: Renata Cristina Barros Madeo (Madeo, R. C. B.) Priscilla Koch Wagner…

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9873 instances - 33 features - 5 classes - 0 missing values

wisconsin (1)

1. Title: Wisconsin Prognostic Breast Cancer (WPBC) 2. Source Information a) Creators: Dr. William H. Wolberg, General Surgery Dept., University of Wisconsin, Clinical Sciences Center, Madison, WI…

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194 instances - 33 features - 0 classes - 0 missing values

steel-plates-fault (1)

(www.semeion.it) * Title: Steel Plates Faults Data Set * Abstract: A dataset of steel plates' faults, classified into 7 different types. The goal was to train machine learning for automatic pattern…

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1941 instances - 34 features - 2 classes - 0 missing values

cjs (3)

Data on tree growth used in the Case Study published in the September, 1995 issue of the Canadian Journal of Statistics. This data set was been provided by Dr. Fernando Camacho, Ontario Hydro…

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2796 instances - 34 features - 6 classes - 68100 missing values

cardiotocography (1)

* Source: Marques de Sá, J.P., jpmdesa '@' gmail.com, Biomedical Engineering Institute, Porto, Portugal. Bernardes, J., joaobern '@' med.up.pt, Faculty of Medicine, University of Porto, Portugal.…

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2126 instances - 36 features - 10 classes - 0 missing values

soybean (1)

This is the large soybean database from the UCI repository, with its training and test database combined into a single file. There are 19 classes, only the first 15 of which have been used in prior…

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683 instances - 36 features - 19 classes - 2337 missing values

satimage (1)

The database consists of the multi-spectral values of pixels in 3x3 neighbourhoods in a satellite image, and the classification associated with the central pixel in each neighbourhood. The aim is to…

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6430 instances - 37 features - 6 classes - 0 missing values

kr-vs-kp (1)

1. Title: Chess End-Game -- King+Rook versus King+Pawn on a7 (usually abbreviated KRKPA7). The pawn on a7 means it is one square away from queening. It is the King+Rook's side (white) to move. 2.…

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3196 instances - 37 features - 2 classes - 0 missing values

cylinder-bands (2)

Process delays known as cylinder banding in rotogravure printing were substantially mitigated using control rules discovered by decision tree induction. Attribute Information: > 1. timestamp:…

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540 instances - 38 features - 2 classes - 999 missing values

pc3 (1)

%-*- text -*- %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% This is a PROMISE data set made publicly available in order to encourage repeatable, verifiable, refutable,…

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1563 instances - 38 features - 2 classes - 0 missing values

pc4 (1)

%-*- text -*- %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% This is a PROMISE data set made publicly available in order to encourage repeatable, verifiable, refutable,…

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1458 instances - 38 features - 2 classes - 0 missing values

anneal (3)

1. Title of Database: Annealing Data 2. Source Information: donated by David Sterling and Wray Buntine. 3. Past Usage: unknown 4. Relevant Information: -- Explanation: I suspect this was left by Ross…