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Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a…
608 runs1 likes9 downloads10 reach15 impact
1000 instances - 26 features - 2 classes - 0 missing values
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…
2671 runs1 likes32 downloads33 reach11 impact
48842 instances - 15 features - 2 classes - 6465 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…
1187 runs1 likes10 downloads11 reach9 impact
412 instances - 9 features - 7 classes - 96 missing values
No data.
2198 runs1 likes17 downloads18 reach9 impact
1484 instances - 9 features - 10 classes - 0 missing values
Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a…
602 runs1 likes12 downloads13 reach15 impact
13750 instances - 41 features - 2 classes - 0 missing values
Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a…
866 runs1 likes12 downloads13 reach16 impact
7129 instances - 6 features - 2 classes - 0 missing values
1. Title: Hepatitis Domain 2. Sources: (a) unknown (b) Donor: G.Gong (Carnegie-Mellon University) via Bojan Cestnik Jozef Stefan Institute Jamova 39 61000 Ljubljana Yugoslavia (tel.: (38)(+61) 214-399…
2134 runs1 likes12 downloads13 reach9 impact
155 instances - 20 features - 2 classes - 167 missing values
Generator generating 3 classes of waves. Each class is generated from a combination of 2 of 3 "base" waves. For details, see Breiman,L., Friedman,J.H., Olshen,R.A., and Stone,C.J. (1984).…
19675 runs1 likes53 downloads54 reach11 impact
5000 instances - 41 features - 3 classes - 0 missing values
1. Title of Database: Wine recognition data Updated Sept 21, 1998 by C.Blake : Added attribute information 2. Sources: (a) Forina, M. et al, PARVUS - An Extendible Package for Data Exploration,…
1187 runs1 likes20 downloads21 reach11 impact
178 instances - 14 features - 3 classes - 0 missing values
Donated by P. Savicky, Institute of Computer Science, AS of CR, Czech Republic Methods for multidimensional event classification: a case study using images from a Cherenkov gamma-ray telescope.…
64659 runs1 likes29 downloads30 reach25 impact
19020 instances - 12 features - 2 classes - 0 missing values
# Data Description This is the historical price data of the FOREX EUR/HUF from Dukascopy. One instance (row) is one candlestick of one hour. The whole dataset has the data range from 1-1-2018 to…
0 runs1 likes1 downloads2 reach8 impact
43825 instances - 12 features - 2 classes - 0 missing values
One of the NASA Metrics Data Program defect data sets. Data from flight software for earth orbiting satellite. Data comes from McCabe and Halstead features extractors of source code. These features…
146025 runs1 likes18 downloads19 reach26 impact
1563 instances - 38 features - 2 classes - 0 missing values
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% This is a PROMISE Software Engineering Repository data set made publicly available in order to encourage repeatable,…
109963 runs1 likes20 downloads21 reach27 impact
15545 instances - 6 features - 2 classes - 0 missing values
No data.
794 runs1 likes13 downloads14 reach14 impact
107 instances - 30 features - 2 classes - 0 missing values
This file concerns credit card applications. All attribute names and values have been changed to meaningless symbols to protect the confidentiality of the data. This dataset is interesting because…
25075 runs1 likes34 downloads35 reach11 impact
690 instances - 16 features - 2 classes - 67 missing values
### Description This dataset describes mushrooms in terms of their physical characteristics. They are classified into: poisonous or edible. ### Source ``` (a) Origin: Mushroom records are drawn from…
16392 runs1 likes42 downloads43 reach12 impact
8124 instances - 23 features - 2 classes - 2480 missing values
Binarized version of the original data set (see version 1). The multi-class target feature is converted to a two-class nominal target feature by re-labeling the majority class as positive ('P') and…
736 runs1 likes5 downloads6 reach15 impact
452 instances - 280 features - 2 classes - 408 missing values
Dataset from the MLRR repository: http://axon.cs.byu.edu:5000/ More infos: https://archive.ics.uci.edu/ml/datasets/Musk+(Version+2)
82516 runs1 likes19 downloads20 reach32 impact
6598 instances - 168 features - 2 classes - 0 missing values
No data.
48 runs1 likes4 downloads5 reach12 impact
1000000 instances - 77 features - 10 classes - 0 missing values
NAME: Sonar, Mines vs. Rocks SUMMARY: This is the data set used by Gorman and Sejnowski in their study of the classification of sonar signals using a neural network [1]. The task is to train a network…
2366 runs1 likes25 downloads26 reach9 impact
208 instances - 61 features - 2 classes - 0 missing values
1. Title: Glass Identification Database 2. Sources: (a) Creator: B. German -- Central Research Establishment Home Office Forensic Science Service Aldermaston, Reading, Berkshire RG7 4PN (b) Donor:…
1776 runs1 likes51 downloads52 reach9 impact
214 instances - 10 features - 6 classes - 0 missing values
Current dataset was adapted to ARFF format from the UCI version. Sample code ID's were removed. ! Note that there is also a related Breast Cancer Wisconsin (Diagnosis) Data Set with a different set of…
28321 runs1 likes20 downloads21 reach9 impact
699 instances - 10 features - 2 classes - 16 missing values
Citation Request: This breast cancer domain was obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia. Thanks go to M. Zwitter and M. Soklic for providing the data.…
2009 runs1 likes36 downloads37 reach9 impact
286 instances - 10 features - 2 classes - 9 missing values
An artificial data set where instances belongs to several clusters with a banana shape. There are two attributes At1 and At2 corresponding to the x and y axis, respectively. The class label (-1 and 1)…
163 runs2 likes17 downloads19 reach14 impact
5300 instances - 3 features - 2 classes - 0 missing values
Over 92 thousand images (32x32 pixels) of 46 characters from Devanagari script. Includes the alphabet as well as the numbers. Devanagari is an Indic script and forms a basis for over 100 languages…
42 runs2 likes7 downloads9 reach14 impact
92000 instances - 1025 features - 46 classes - 0 missing values
No data.
90 runs2 likes3 downloads5 reach11 impact
663552 instances - 13 features - 2 classes - 0 missing values
This is an artificial data set used in Friedman (1991) and also described in Breiman (1996,p.139). The cases are generated using the following method: Generate the values of 10 attributes, X1, ...,…
0 runs2 likes7 downloads9 reach13 impact
40768 instances - 11 features - 0 classes - 0 missing values
Multi-label dataset. Audio dataset (emotions) consists of 593 musical files with 6 clustered emotional labels and 72 predictors. Each song can be labeled with one or more of the labels…
0 runs2 likes5 downloads7 reach11 impact
593 instances - 78 features - 2 classes - 0 missing values
This data set contains 416 liver patient records and 167 non liver patient records.The data set was collected from north east of Andhra Pradesh, India. The class label divides the patients into 2…
154859 runs2 likes23 downloads25 reach26 impact
583 instances - 11 features - 2 classes - 0 missing values
This data has been prepared to analyze factors related to readmission as well as other outcomes pertaining to patients with diabetes. The data are submitted on behalf of the Center for Clinical and…
0 runs2 likes14 downloads16 reach16 impact
101766 instances - 50 features - 3 classes - 0 missing values
A dataset relating characteristics of telephony account features and usage and whether or not the customer churned. Originally used in [Discovering Knowledge in Data: An Introduction to Data…
7482 runs2 likes9 downloads11 reach24 impact
5000 instances - 21 features - 2 classes - 0 missing values
Citation Request: This dataset is public available for research. The details are described in [Cortez et al., 2009]. Please include this citation if you plan to use this database: P. Cortez, A.…
64 runs2 likes6 downloads8 reach16 impact
4898 instances - 12 features - 7 classes - 0 missing values
Predict a biological response of molecules from their chemical properties. Each row in this data set represents a molecule. The first column contains experimental data describing an actual biological…
48338 runs2 likes37 downloads39 reach34 impact
3751 instances - 1777 features - 2 classes - 0 missing values
Abstract: CART book's waveform domains Source: Original Owners: Breiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. (1984). Classification and Regression Trees. Wadsworth International Group:…
0 runs2 likes6 downloads8 reach11 impact
5000 instances - 22 features - classes - 0 missing values
Dataset creator and donator: Zhi Liu, e-mail: liuzhi8673 '@' gmail.com, institution: National Engineering Research Center for E-Learning, Hubei Wuhan, China Data Set Information: dataset are derived…
65168 runs2 likes45 downloads47 reach216 impact
1500 instances - 10001 features - 50 classes - 0 missing values
### Description One-hundred plant species leaves dataset (Class = Texture). ### Sources ``` (a) Original owners of colour Leaves Samples: James Cope, Thibaut Beghin, Paolo Remagnino, Sarah Barman. The…
143077 runs2 likes65 downloads67 reach418 impact
1599 instances - 65 features - 100 classes - 0 missing values
The original Titanic dataset, describing the survival status of individual passengers on the Titanic. The titanic data does not contain information from the crew, but it does contain actual ages of…
0 runs2 likes32 downloads34 reach12 impact
1309 instances - 14 features - 2 classes - 3855 missing values
Once upon a time, in July 1991, the monks of Corsendonk Priory were faced with a school held in their priory, namely the 2nd European Summer School on Machine Learning. After listening more than one…
394293 runs2 likes27 downloads29 reach37 impact
601 instances - 7 features - 2 classes - 0 missing values
Once upon a time, in July 1991, the monks of Corsendonk Priory were faced with a school held in their priory, namely the 2nd European Summer School on Machine Learning. After listening more than one…
358450 runs2 likes19 downloads21 reach39 impact
556 instances - 7 features - 2 classes - 0 missing values
This database encodes the complete set of possible board configurations at the end of tic-tac-toe games, where "x" is assumed to have played first. The target concept is "win for x" (i.e., true when…
386330 runs2 likes81 downloads83 reach10 impact
958 instances - 10 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…
29713 runs2 likes24 downloads26 reach11 impact
6430 instances - 37 features - 6 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…
31491 runs2 likes32 downloads34 reach11 impact
846 instances - 19 features - 4 classes - 0 missing values
One of the NASA Metrics Data Program defect data sets. Data from software for storage management for receiving and processing ground data. Data comes from McCabe and Halstead features extractors of…
161516 runs2 likes28 downloads30 reach29 impact
2109 instances - 22 features - 2 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…
3252 runs2 likes26 downloads28 reach10 impact
205 instances - 26 features - 6 classes - 59 missing values
This data set was generated to model psychological experimental results. Each example is classified as having the balance scale tip to the right, tip to the left, or be balanced. The attributes are…
29597 runs2 likes17 downloads19 reach12 impact
625 instances - 5 features - 3 classes - 0 missing values
The first 5 variables are all blood tests which are thought to be sensitive to liver disorders that might arise from excessive alcohol consumption. Each line in the dataset constitutes the record of a…
191 runs2 likes30 downloads32 reach11 impact
345 instances - 6 features - 0 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…
165839 runs3 likes94 downloads97 reach29 impact
14980 instances - 15 features - 2 classes - 0 missing values
The satellite dataset comprises of features extracted from satellite observations. In particular, each image was taken under four different light wavelength, two in visible light (green and red) and…
2074 runs3 likes70 downloads73 reach31 impact
5100 instances - 37 features - 2 classes - 0 missing values
The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was…
65398 runs3 likes36 downloads39 reach31 impact
45211 instances - 17 features - 2 classes - 0 missing values
A simple database containing 17 Boolean-valued attributes describing animals. The "type" attribute appears to be the class attribute. Notes: * I find it unusual that there are 2 instances of "frog"…
173 runs3 likes18 downloads21 reach9 impact
101 instances - 17 features - 7 classes - 0 missing values
The dataset (originally named ELEC2) contains 45,312 instances dated from 7 May 1996 to 5 December 1998. Each example of the dataset refers to a period of 30 minutes, i.e. there are 48 instances for…
106854 runs3 likes39 downloads42 reach11 impact
45312 instances - 9 features - 2 classes - 0 missing values
Oil dataset Past Usage: 1. Kubat, M., Holte, R.,
204 runs3 likes19 downloads22 reach24 impact
937 instances - 50 features - 2 classes - 0 missing values
This radar data was collected by a system in Goose Bay, Labrador. This system consists of a phased array of 16 high-frequency antennas with a total transmitted power on the order of 6.4 kilowatts. See…
2484 runs3 likes27 downloads30 reach11 impact
351 instances - 35 features - 2 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…
35798 runs3 likes22 downloads25 reach11 impact
5620 instances - 65 features - 10 classes - 0 missing values
Current dataset was adapted to ARFF format from the UCI version. Sample code ID's were removed. ! Note that there is also a related Breast Cancer Wisconsin (Original) Data Set with a different set of…
226562 runs4 likes37 downloads41 reach27 impact
569 instances - 31 features - 2 classes - 0 missing values
2126 fetal cardiotocograms (CTGs) were automatically processed and the respective diagnostic features measured. The CTGs were also classified by three expert obstetricians and a consensus…
24283 runs5 likes29 downloads34 reach56 impact
2126 instances - 36 features - 10 classes - 0 missing values
The aim of this dataset is to distinguish between nasal (class 0) and oral sounds (class 1). Five different attributes were chosen to characterize each vowel: they are the amplitudes of the five first…
218302 runs5 likes36 downloads41 reach29 impact
5404 instances - 6 features - 2 classes - 0 missing values
Author: Volker Lohweg (University of Applied Sciences, Ostwestfalen-Lippe) Source: [UCI](https://archive.ics.uci.edu/ml/datasets/banknote+authentication) - 2012 Please cite:…
137675 runs5 likes33 downloads38 reach30 impact
1372 instances - 5 features - 2 classes - 0 missing values
SPAM E-mail Database The "spam" concept is diverse: advertisements for products/websites, make money fast schemes, chain letters, pornography... Our collection of spam e-mails came from our postmaster…
161528 runs5 likes89 downloads94 reach11 impact
4601 instances - 58 features - 2 classes - 0 missing values
Mammography dataset Past Usage: 1. Woods, K., Doss, C., Bowyer, K., Solka, J., Priebe, C.,
218 runs5 likes48 downloads53 reach24 impact
11183 instances - 7 features - 2 classes - 0 missing values
Data taken from the Blood Transfusion Service Center in Hsin-Chu City in Taiwan -- this is a classification problem. To demonstrate the RFMTC marketing model (a modified version of RFM), this study…
467769 runs5 likes89 downloads94 reach42 impact
748 instances - 5 features - 2 classes - 0 missing values
The MNIST database of handwritten digits with 784 features, raw data available at: http://yann.lecun.com/exdb/mnist/. It can be split in a training set of the first 60,000 examples, and a test set of…
13232 runs6 likes71 downloads77 reach35 impact
70000 instances - 785 features - 10 classes - 0 missing values
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…
202119 runs6 likes89 downloads95 reach15 impact
768 instances - 9 features - 2 classes - 0 missing values
This is perhaps the best known database to be found in the pattern recognition literature. Fisher's paper is a classic in the field and is referenced frequently to this day. (See Duda & Hart, for…
7527 runs11 likes142 downloads153 reach17 impact
150 instances - 5 features - 3 classes - 0 missing values
This data was gathered from participants in experimental speed dating events from 2002-2004. During the events, the attendees would have a four-minute "first date" with every other participant of the…
28060 runs19 likes162 downloads181 reach34 impact
8378 instances - 123 features - 2 classes - 18372 missing values
This dataset classifies people described by a set of attributes as good or bad credit risks. This dataset comes with a cost matrix: ``` Good Bad (predicted) Good 0 1 (actual) Bad 5 0 ``` It is worse…
505936 runs19 likes249 downloads268 reach28 impact
1000 instances - 21 features - 2 classes - 0 missing values