Data from the Kaggle Bioresponse challenge: https://www.kaggle.com/c/bioresponse The objective of the competition is to help us build as good a model as possible so that we can, as optimally as this…
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3751 instances - 1777 features - 2 classes - 0 missing values
* Dataset Title: MicroMass - Pure (pure spectra version) * Abstract: A dataset to explore machine learning approaches for the identification of microorganisms from mass-spectrometry data. * Source:…
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571 instances - 1301 features - 20 classes - 0 missing values
Datasets from the Agnostic Learning vs. Prior Knowledge Challenge (http://www.agnostic.inf.ethz.ch) Dataset from: http://www.agnostic.inf.ethz.ch/datasets.php Modified by TunedIT (converted to ARFF…
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3468 instances - 971 features - 2 classes - 0 missing values
Source: Patrick Marques Ciarelli, pciarelli '@' lcad.inf.ufes.br, Department of Electrical Engineering, Federal University of Espirito Santo Elias Oliveira, elias '@' lcad.inf.ufes.br, Department of…
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1080 instances - 857 features - 9 classes - 0 missing values
This data set was generated as follows. 150 subjects spoke the name of each letter of the alphabet twice. Hence, we have 52 training examples from each speaker. The speakers are grouped into sets of…
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7797 instances - 618 features - 26 classes - 0 missing values
Title: Human Activity Recognition Using Smartphones Abstract: Human Activity Recognition database built from the recordings of 30 subjects performing activities of daily living (ADL) while carrying a…
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10299 instances - 562 features - 6 classes - 0 missing values
The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of…
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100 instances - 518 features - classes - 111 missing values
The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of…
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100 instances - 518 features - classes - 111 missing values
The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of…
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100 instances - 518 features - classes - 111 missing values
The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of…
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100 instances - 518 features - classes - 111 missing values
The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of…
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100 instances - 518 features - classes - 111 missing values
The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of…
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100 instances - 518 features - classes - 111 missing values
The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of…
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100 instances - 518 features - classes - 111 missing values
Abstract: MADELON is an artificial dataset, which was part of the NIPS 2003 feature selection challenge. This is a two-class classification problem with continuous input variables. The difficulty is…
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2600 instances - 501 features - 2 classes - 0 missing values
Scene recognition dataset Source: Matthew R. Boutell, Jiebo Luo, Xipeng Shen, and Christopher M. Brown. Learning multi-label scene classification. Pattern Recognition, 37(9):1757-1771, 2004. 1:…
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2407 instances - 300 features - 2 classes - 0 missing values
Tattile Via Gaetano Donizetti, 1-3-5,25030 Mairano (Brescia), Italy. * Title: Semeion Handwritten Digit Data Set * Abstract: 1593 handwritten digits from around 80 persons were scanned, stretched in a…
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1593 instances - 257 features - 10 classes - 0 missing values
The multi-feature digit dataset ------------------------------- Oowned and donated by: ---------------------- Robert P.W. Duin Department of Applied Physics Delft University of Technology P.O. Box…
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2000 instances - 217 features - 10 classes - 0 missing values
Datasets from the Agnostic Learning vs. Prior Knowledge Challenge (http://www.agnostic.inf.ethz.ch) Dataset from: http://www.agnostic.inf.ethz.ch/datasets.php Modified by TunedIT (converted to ARFF…
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14395 instances - 217 features - 2 classes - 0 missing values
Dataset from the MLRR repository: http://axon.cs.byu.edu:5000/
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6598 instances - 168 features - 2 classes - 0 missing values
Title: Gas Sensor Array Drift Dataset Data Set Source: Creators: Alexander Vergara (vergara '@' ucsd.edu) BioCircutis Institute University of California San Diego San Diego, California, USA Donors of…
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13910 instances - 129 features - 6 classes - 0 missing values
1. Source: Lee Graham (lee '@' stellaralchemy.com) Franz Oppacher (oppacher '@' scs.carleton.ca) Carleton University, Department of Computer Science Intelligent Systems Research Unit 1125 Colonel By…
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1212 instances - 101 features - 2 classes - 0 missing values
Relevant Papers: Laurent Candillier and Vincent Lemaire. Design and Analysis of the Nomao Challenge - Active Learning in the Real-World. In: Proceedings of the ALRA : Active Learning in Real-world…
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34465 instances - 119 features - 2 classes - 0 missing values
Abstract: Expression levels of 77 proteins measured in the cerebral cortex of 8 classes of control and Down syndrome mice exposed to context fear conditioning, a task used to assess associative…
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1080 instances - 82 features - 8 classes - 1396 missing values
The multi-feature digit dataset ------------------------------- Oowned and donated by: ---------------------- Robert P.W. Duin Department of Applied Physics Delft University of Technology P.O. Box…
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2000 instances - 77 features - 10 classes - 0 missing values
1 . Abstract: Two ground ozone level data sets are included in this collection. One is the eight hour peak set (eighthr.data), the other is the one hour peak set (onehr.data). Those data were…
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2534 instances - 73 features - 2 classes - 0 missing values
analcatdata A collection of data sets used in the book "Analyzing Categorical Data," by Jeffrey S. Simonoff, Springer-Verlag, New York, 2003. The submission consists of a zip file containing two…
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841 instances - 71 features - 4 classes - 0 missing values
The data directory contains the binary images (masks) of the leaf samples. The colour images are not included. There are three features: Shape, Margin and Texture. As discussed in the paper(s) above.…
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1599 instances - 65 features - 100 classes - 0 missing values
1. Title of Database: Optical Recognition of Handwritten Digits 2. Source: E. Alpaydin, C. Kaynak Department of Computer Engineering Bogazici University, 80815 Istanbul Turkey alpaydin@boun.edu.tr…
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5620 instances - 65 features - 10 classes - 0 missing values
1. One-hundred plant species leaves data set (class = shape). 2. Sources: (a) Original owners of colour Leaves Samples: James Cope, Thibaut Beghin, Paolo Remagnino, Sarah Barman. The colour images are…
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1600 instances - 65 features - 100 classes - 0 missing values
The multi-feature digit dataset ------------------------------- Oowned and donated by: ---------------------- Robert P.W. Duin Department of Applied Physics Delft University of Technology P.O. Box…
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2000 instances - 65 features - 10 classes - 0 missing values
1. One-hundred plant species leaves data set (class = margin). 2. Sources: (a) Original owners of colour Leaves Samples: James Cope, Thibaut Beghin, Paolo Remagnino, Sarah Barman. The colour images…
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1600 instances - 65 features - 100 classes - 0 missing values
The problem is to learn a regression equation/rule/tree to predict the activity from the descriptive structural attributes. The data and methodology is described in detail in: - King, Ross .D., Hurst,…
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186 instances - 61 features - 0 classes - 0 missing values
This data consists of synthetically generated control charts. This dataset contains 600 examples of control charts synthetically generated by the process in Alcock and Manolopoulos (1999). There are…
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600 instances - 61 features - 6 classes - 0 missing values
1. Title: SPAM E-mail Database 2. Sources: (a) Creators: Mark Hopkins, Erik Reeber, George Forman, Jaap Suermondt Hewlett-Packard Labs, 1501 Page Mill Rd., Palo Alto, CA 94304 (b) Donor: George Forman…
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4601 instances - 58 features - 2 classes - 0 missing values
Source: James P Bridge, Sean B Holden and Lawrence C Paulson University of Cambridge Computer Laboratory William Gates Building 15 JJ Thomson Avenue Cambridge CB3 0FD UK +44 (0)1223 763500…
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6118 instances - 52 features - 6 classes - 0 missing values
This is a commercial application described in Weiss & Indurkhya (1995). The data describes a telecommunication problem. No further information is available. Characteristics: (10000+5000) cases, 49…
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15000 instances - 49 features - 0 classes - 0 missing values
Datasets from the Agnostic Learning vs. Prior Knowledge Challenge (http://www.agnostic.inf.ethz.ch) Dataset from: http://www.agnostic.inf.ethz.ch/datasets.php Modified by TunedIT (converted to ARFF…
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4562 instances - 49 features - 2 classes - 0 missing values
The multi-feature digit dataset ------------------------------- Oowned and donated by: ---------------------- Robert P.W. Duin Department of Applied Physics Delft University of Technology P.O. Box…
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2000 instances - 48 features - 10 classes - 0 missing values
QSAR biodegradation Data Set * Abstract: Data set containing values for 41 attributes (molecular descriptors) used to classify 1055 chemicals into 2 classes (ready and not ready biodegradable). *…
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1055 instances - 42 features - 2 classes - 0 missing values
1. Title: Waveform Database Generator (written in C) 2. Source: (a) Breiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. (1984). Classification and Regression Trees. Wadsworth International Group:…
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5000 instances - 41 features - 3 classes - 0 missing values
####1. Summary This database was generated by the Laboratory of Image Processing and Pattern Recognition (INPG-LTIRF) in the development of the Esprit project ELENA No. 6891 and the Esprit working…
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5500 instances - 41 features - 11 classes - 0 missing values
%-*- 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
%-*- 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
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
* 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
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
(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
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
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
* 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
* 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
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
%-*- 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
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
%-*- 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
%-*- 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
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
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
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
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
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
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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20000 instances - 17 features - 26 classes - 0 missing values
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
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
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 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
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
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
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
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
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
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
.. _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
.. _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
.. _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
.. _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