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The goal of this challenge is to expose the research community to real world datasets of interest to 4Paradigm. All datasets are formatted in a uniform way, though the type of data might differ. The…
3 runs1 likes2 downloads3 reach19 impact
5418 instances - 1637 features - 2 classes - 0 missing values
flare-pmlb
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1066 instances - 11 features - 2 classes - 0 missing values
General Description 2015-current: greater than $200.00. The Commission categorizes contributions from individuals using the calendar year-to-date amount for political action committee (PAC) and party…
0 runs1 likes2 downloads3 reach8 impact
3348209 instances - 21 features - 0 classes - 10786577 missing values
# Data Description This is the historical price data of the FOREX CAD/JPY from Dukascopy. One instance (row) is one candlestick of one hour. The whole dataset has the data range from 1-1-2018 to…
0 runs0 likes2 downloads2 reach9 impact
43825 instances - 12 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…
35 runs0 likes2 downloads2 reach14 impact
23 instances - 5 features - 3 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…
32 runs0 likes2 downloads2 reach14 impact
57 instances - 11 features - 5 classes - 1 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…
41 runs0 likes2 downloads2 reach15 impact
1340 instances - 17 features - 3 classes - 20 missing values
Datasets for `Pattern Recognition and Neural Networks' by B.D. Ripley ===================================================================== Cambridge University Press (1996) ISBN 0-521-46086-7 The…
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27 instances - 3 features - 4 classes - 0 missing values
No data.
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1000000 instances - 19 features - 4 classes - 0 missing values
Abstract: The data set is composed of 60 chorales (5665 events) by J.S. Bach (1675-1750). Each event of each chorale is labelled using 1 among 101 chord labels and described through 14 features.…
31 runs0 likes2 downloads2 reach13 impact
5665 instances - 17 features - 102 classes - 0 missing values
Data from the RSCTC 2010 Discovery Challenge. All datasets contain between 100 and 400 samples, characterized by values of 20,000 - 65,000 attributes. Samples are assigned to several (2-10) classes.…
11 runs0 likes3 downloads3 reach14 impact
214 instances - 45102 features - 7 classes - 0 missing values
Data from the RSCTC 2010 Discovery Challenge. All datasets contain between 100 and 400 samples, characterized by values of 20,000 - 65,000 attributes. Samples are assigned to several (2-10) classes.…
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220 instances - 22284 features - 3 classes - 0 missing values
No data.
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1000000 instances - 15 features - 2 classes - 0 missing values
No data.
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663552 instances - 13 features - 2 classes - 0 missing values
No data.
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1000000 instances - 26 features - 7 classes - 0 missing values
No data.
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1000000 instances - 26 features - 7 classes - 0 missing values
A copy of the data set proposed in: S. M. Weiss, and C. A. Kulikowski, Computer Systems That Learn (1991).
30 runs0 likes3 downloads3 reach13 impact
106 instances - 8 features - classes - 0 missing values
libSVM","AAD group A simple and efficient algorithm for gene selection using sparse logistic regression. Bioinformatics, 19(17):2246-2253, 2003. #Dataset from the LIBSVM data repository.…
0 runs0 likes3 downloads3 reach16 impact
86 instances - 7130 features - 0 classes - 0 missing values
Building projectable classifiers of arbitrary complexity. In Proceedings of the 13th International Conference on Pattern Recognition, pages 880-885, Vienna, Austria, August 1996. #Dataset from the…
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862 instances - 3 features - 0 classes - 0 missing values
Mind Cave 2
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125 instances - 40 features - 2 classes - 0 missing values
libSVM","AAD group #Dataset from the LIBSVM data repository. Preprocessing: The original Adult data set has 14 features, among which six are continuous and eight are categorical. In this data set,…
0 runs0 likes3 downloads3 reach16 impact
48842 instances - 124 features - 0 classes - 0 missing values
No data.
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1000000 instances - 39 features - 6 classes - 0 missing values
No data.
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1000000 instances - 4 features - 2 classes - 0 missing values
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1000000 instances - 23 features - 2 classes - 0 missing values
No data.
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116640 instances - 10 features - 0 classes - 0 missing values
Michel Lang fRMA-normalized. Only "Kratz-genes"*. \* (see: A practical molecular assay to predict survival in resected non-squamous, non-small-cell lung cancer: development and international…
3 runs0 likes3 downloads3 reach12 impact
442 instances - 24 features - 0 classes - 0 missing values
No data.
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31104 instances - 10 features - 0 classes - 0 missing values
No data.
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59049 instances - 10 features - 0 classes - 0 missing values
No data.
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697641 instances - 47237 features - 0 classes - 0 missing values
libSVM","AAD group #Dataset from the LIBSVM data repository. Preprocessing: Vikas Sindhwani for the SVMlin project.
0 runs0 likes3 downloads3 reach16 impact
72309 instances - 20959 features - 0 classes - 0 missing values
* Dataset: DBworld e-mails data set Task: dbworld-bodies-stemmed * Source: Michele Filannino, PhD University of Manchester Centre for Doctoral Training Email: filannim_AT_cs.man.ac.uk * Data Set…
0 runs0 likes3 downloads3 reach12 impact
64 instances - 3722 features - 2 classes - 0 missing values
* Dataset: DBworld e-mails data set Task: dbworld-subjects-stemmed * Source: Michele Filannino, PhD University of Manchester Centre for Doctoral Training Email: filannim_AT_cs.man.ac.uk * Data Set…
71 runs0 likes3 downloads3 reach13 impact
64 instances - 230 features - 2 classes - 0 missing values
* Dataset: DBworld e-mails data set Task: dbworld-subjects * Source: Michele Filannino, PhD University of Manchester Centre for Doctoral Training Email: filannim_AT_cs.man.ac.uk * Data Set…
40 runs0 likes3 downloads3 reach13 impact
64 instances - 243 features - 2 classes - 0 missing values
* Abstract: 9-class version of poker-hand dataset, it was removed the minority class.
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1025000 instances - 11 features - 9 classes - 0 missing values
libSVM","AAD group #Dataset from the LIBSVM data repository. Preprocessing: We used binary encoding for each feature (o, b, x), so the number of features is 42*3 = 126
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67557 instances - 127 features - 0 classes - 0 missing values
#Dataset from the LIBSVM multiclass data repository.
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108000 instances - 129 features - 0 classes - 0 missing values
This is a corrected version of the previous data file in version 1, which contained a dataset (349 instances) incorrectly merged from the original training and test sets available on UCI (there are…
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267 instances - 45 features - 2 classes - 0 missing values
No data.
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1000000 instances - 4 features - 2 classes - 0 missing values
No data.
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1000000 instances - 11 features - 5 classes - 0 missing values
No data.
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1000000 instances - 11 features - 5 classes - 0 missing values
This database was designed on the basis of data provided by US Census Bureau [http://www.census.gov] (under Lookup Access [http://www.census.gov/cdrom/lookup]: Summary Tape File 1). The data were…
2 runs1 likes3 downloads4 reach10 impact
22784 instances - 9 features - 0 classes - 0 missing values
No data.
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1000000 instances - 41 features - 3 classes - 0 missing values
No data.
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1000000 instances - 28 features - 2 classes - 0 missing values
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1000000 instances - 23 features - 2 classes - 0 missing values
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1000000 instances - 65 features - 10 classes - 0 missing values
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1000000 instances - 35 features - 6 classes - 0 missing values
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1000000 instances - 20 features - 7 classes - 0 missing values
No data.
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1000000 instances - 40 features - 2 classes - 0 missing values
No data.
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137781 instances - 10 features - 7 classes - 0 missing values
No data.
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1000000 instances - 19 features - 4 classes - 0 missing values
No data.
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1000000 instances - 13 features - 6 classes - 0 missing values
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1000000 instances - 48 features - 10 classes - 0 missing values
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1000000 instances - 61 features - 2 classes - 0 missing values
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1000000 instances - 26 features - 7 classes - 0 missing values
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1000000 instances - 13 features - 6 classes - 0 missing values
No data.
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1000000 instances - 13 features - 6 classes - 0 missing values
This database contains the HTML source of web pages plus the ratings of a single user on these web pages. The web pages are on four separate subjects (Bands- recording artists; Goats; Sheep; and…
0 runs0 likes3 downloads3 reach21 impact
65 instances - 3 features - 2 classes - 0 missing values
Information about customers consists of 86 variables and includes product usage data and socio-demographic data derived from zip area codes. The data was supplied by the Dutch data mining company…
0 runs0 likes3 downloads3 reach13 impact
9822 instances - 86 features - 0 classes - 0 missing values
El Nino Data Data Type spatio-temporal Abstract The data set contains oceanographic and surface meteorological readings taken from a series of buoys positioned throughout the equatorial Pacific. The…
0 runs1 likes3 downloads4 reach13 impact
------------------------------------------------------------------------ Primary Biliary Cirrhosis The data set found in appendix D of Fleming and Harrington, Counting Processes and Survival Analysis,…
18 runs1 likes3 downloads4 reach14 impact
418 instances - 20 features - 0 classes - 1033 missing values
Determinants of Wages from the 1985 Current Population Survey Summary: The Current Population Survey (CPS) is used to supplement census information between census years. These data consist of a random…
2 runs0 likes3 downloads3 reach14 impact
534 instances - 11 features - 0 classes - 0 missing values
Title: Communities and Crime Abstract: Communities within the United States. The data combines socio-economic data from the 1990 US Census, law enforcement data from the 1990 US LEMAS survey, and…
0 runs1 likes3 downloads4 reach13 impact
1994 instances - 128 features - 0 classes - 39202 missing values
No data.
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1000000 instances - 39 features - 6 classes - 0 missing values
No data.
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1000000 instances - 17 features - 26 classes - 0 missing values
Pittsburgh bridges This version is derived from version 2 (the discretized version) by removing all instances with missing values in the last (target) attribute. The bridges dataset is originally not…
31 runs0 likes3 downloads3 reach15 impact
105 instances - 12 features - 6 classes - 61 missing values
Data from the RSCTC 2010 Discovery Challenge. Example datasets for 6 different problems of DNA microarray data analysis and classification. All datasets contain gene expression data characterized by…
9 runs1 likes3 downloads4 reach14 impact
95 instances - 22278 features - 5 classes - 0 missing values
Data from the RSCTC 2010 Discovery Challenge. Example datasets for 6 different problems of DNA microarray data analysis and classification. All datasets contain gene expression data characterized by…
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113 instances - 54676 features - 5 classes - 0 missing values
Annual salary information including gross pay and overtime pay for all active, permanent employees of Montgomery County, MD paid in calendar year 2016. This information will be published annually each…
0 runs0 likes3 downloads3 reach8 impact
9228 instances - 13 features - 0 classes - 11169 missing values
Datasets of Data And Story Library, project illustrating use of basic statistic methods, converted to arff format by Hakan Kjellerstrand. Source: TunedIT: http://tunedit.org/repo/DASL DASL file…
3 runs0 likes3 downloads3 reach13 impact
50 instances - 5 features - 0 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
78 runs0 likes3 downloads3 reach14 impact
130 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
78 runs0 likes3 downloads3 reach15 impact
363 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
77 runs0 likes3 downloads3 reach15 impact
201 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
65 runs0 likes3 downloads3 reach14 impact
146 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
65 runs0 likes3 downloads3 reach15 impact
412 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
65 runs0 likes3 downloads3 reach15 impact
347 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
77 runs0 likes3 downloads3 reach15 impact
203 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
77 runs0 likes3 downloads3 reach15 impact
329 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
77 runs0 likes3 downloads3 reach15 impact
337 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
77 runs0 likes3 downloads3 reach15 impact
413 instances - 10936 features - 2 classes - 0 missing values
GEMLeR provides a collection of gene expression datasets that can be used for benchmarking gene expression oriented machine learning algorithms. They can be used for estimation of different quality…
79 runs0 likes3 downloads3 reach15 impact
322 instances - 10936 features - 2 classes - 0 missing values
Mean While 1
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253 instances - 38 features - 2 classes - 0 missing values
cars1-pmlb
31 runs0 likes3 downloads3 reach21 impact
392 instances - 8 features - 3 classes - 0 missing values
Re-upload of the dataset as it is present in the Penn ML Benchmark (https://github.com/EpistasisLab/penn-ml-benchmarks/tree/master/datasets/classification/fars). It's a dataset on traffic accidents,…
1 runs0 likes3 downloads3 reach23 impact
100968 instances - 30 features - 8 classes - 0 missing values
Automated file upload of BNG(spambase)
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1000000 instances - 58 features - 2 classes - 0 missing values
Automated file upload of BNG(anneal)
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1000000 instances - 39 features - 6 classes - 0 missing values
Multi-label dataset. The yeast dataset (Elisseeff and Weston, 2002) consists of micro-array expression data, as well as phylogenetic profiles of yeast, and includes 2417 genes and 103 predictors. In…
0 runs0 likes3 downloads3 reach11 impact
2417 instances - 117 features - 2 classes - 0 missing values
Anonymized data of dating profiles from OkCupid
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59946 instances - 31 features - 0 classes - 273249 missing values
Multi-label dataset for text-classification. It consists of article titles and partial blurbs. Blurbs can be assigned to several categories (e.g. Science, News, Games) based on word predictors.
0 runs0 likes3 downloads3 reach13 impact
3782 instances - 1101 features - classes - 0 missing values
Multi-label dataset. The image benchmark dataset consists of 2000 natural scene images. Zhou and Zhang (2007) extracted 135 features for each image and made it publicly available as processed image…
0 runs0 likes3 downloads3 reach9 impact
2000 instances - 140 features - classes - 0 missing values
this is titanic survival prediction
0 runs0 likes3 downloads3 reach7 impact
891 instances - 8 features - 0 classes - 0 missing values
titanic surviual prediction
0 runs0 likes3 downloads3 reach7 impact
891 instances - 8 features - 0 classes - 0 missing values
# Data Description This is the historical price data of the FOREX AUD/NZD from Dukascopy. One instance (row) is one candlestick of one hour. The whole dataset has the data range from 1-1-2018 to…
0 runs0 likes3 downloads3 reach9 impact
43825 instances - 12 features - 2 classes - 0 missing values
* Dataset Title: AutoUniv Dataset data problem: autoUniv-au6-cd1-400 * Abstract: AutoUniv is an advanced data generator for classifications tasks. The aim is to reflect the nuances and heterogeneity…
144 runs0 likes3 downloads3 reach13 impact
400 instances - 41 features - 8 classes - 0 missing values
* Dataset Title: Wall-Following Robot Navigation Data Data Set (version with 2 Attributes) * Abstract: The data were collected as the SCITOS G5 robot navigates through the room following the wall in a…
109 runs0 likes3 downloads3 reach14 impact
5456 instances - 3 features - 4 classes - 0 missing values
* Dataset Title: Volcanoes on Venus - JARtool experiment Data Set Experiment: D2 * Source: Michael C. Burl MS 126-347, JPL 4800 Oak Grove Drive Pasadena, CA 91109 (818) 393-5345 Michael.C.Burl '@'…
118 runs0 likes3 downloads3 reach14 impact
9172 instances - 4 features - 5 classes - 0 missing values
* Dataset Title: Volcanoes on Venus - JARtool experiment Data Set Experiment: D3 * Source: Michael C. Burl MS 126-347, JPL 4800 Oak Grove Drive Pasadena, CA 91109 (818) 393-5345 Michael.C.Burl '@'…
126 runs0 likes3 downloads3 reach14 impact
9285 instances - 4 features - 5 classes - 0 missing values
* Dataset Title: Volcanoes on Venus - JARtool experiment Data Set Experiment: B4 * Source: Michael C. Burl MS 126-347, JPL 4800 Oak Grove Drive Pasadena, CA 91109 (818) 393-5345 Michael.C.Burl '@'…
123 runs0 likes3 downloads3 reach14 impact
10190 instances - 4 features - 5 classes - 0 missing values
* Dataset Title: Volcanoes on Venus - JARtool experiment Data Set Experiment: C1 * Source: Michael C. Burl MS 126-347, JPL 4800 Oak Grove Drive Pasadena, CA 91109 (818) 393-5345 Michael.C.Burl '@'…
54 runs0 likes3 downloads3 reach14 impact
28626 instances - 4 features - 5 classes - 0 missing values
Date converted to year/mo/day numerics.This dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015. It contains 19 house…
0 runs0 likes3 downloads3 reach1 impact
21613 instances - 22 features - 0 classes - 0 missing values
DBpedia with top-474 most frequent YAGO types HMC dataset for type prediction. Ingoing and outgoing properties as features
0 runs0 likes3 downloads3 reach11 impact
2886305 instances - 2401 features - classes - 0 missing values