OpenML
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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…
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416188 instances - 61 features - 355 classes - 0 missing values
Estimated article influence scores in 2015
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3615 instances - 7 features - 3169 classes - 48 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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366 instances - 5 features - classes - 2 missing values
Dataset from Smoothing Methods in Statistics (ftp stat.cmu.edu/datasets) Simonoff, J.S. (1996). Smoothing Methods in Statistics. New York: Springer-Verlag.
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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…
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1. Title: Faults in a urban waste water treatment plant 2. Source Information: -- Creators: Manel Poch (igte2@cc.uab.es) Unitat d'Enginyeria Quimica Universitat Autonoma de Barcelona. Bellaterra.…
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File README ----------- chscase A collection of the data sets used in the book "A Casebook for a First Course in Statistics and Data Analysis," by Samprit Chatterjee, Mark S. Handcock and Jeffrey S.…
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185 instances - 2 features - classes - 0 missing values
File README ----------- chscase A collection of the data sets used in the book "A Casebook for a First Course in Statistics and Data Analysis," by Samprit Chatterjee, Mark S. Handcock and Jeffrey S.…
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File README ----------- chscase A collection of the data sets used in the book "A Casebook for a First Course in Statistics and Data Analysis," by Samprit Chatterjee, Mark S. Handcock and Jeffrey S.…
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50 instances - 3 features - classes - 0 missing values
File README ----------- chscase A collection of the data sets used in the book "A Casebook for a First Course in Statistics and Data Analysis," by Samprit Chatterjee, Mark S. Handcock and Jeffrey S.…
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We consider the following problem: You are running a cloud computing service, where customers contract to run computing services (tasks). Each task has a duration, an earliest start and latest end,…
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No data.
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1000000 instances - 17 features - classes - 0 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…
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No data.
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24 instances - 5 features - classes - 0 missing values
No data.
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209 instances - 8 features - classes - 0 missing values
One of two multivariate regression data sets from paper industry, from an experiment at the paper plant Norske Skog, Skogn, Norway. They have been described and analysed in: Aldrin, M. (1996),…
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This is the hip measurement data from Table B.13 in Chatfield's Problem Solving (1995, 2nd edn, Chapman and Hall). It is given in 8 columns. First 4 columns are for Control Group. Last 4 columns are…
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54 instances - 8 features - classes - 120 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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100 instances - 10 features - 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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228 instances - 8 features - classes - 20 missing values
This analysis describes and summarizes the relationships between 1987 salaries of major league baseball players and the player's performance. The salary data were taken from Sports Illustrated, April…
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One of the data sets used in the book "Analyzing Categorical Data" by Jeffrey S. Simonoff, Springer-Verlag, New York, 2003. Further details concerning the book, including information on statistical…
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31 instances - 16 features - classes - 150 missing values
The USNEWS dataset for the ASA Statistical Graphics Section's 1995 Data Analysis Exposition contains information on over 1300 American colleges and universities. The data may be obtained in either of…
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These data are estimated correlations between daily 3 p.m. wind measurements during September and October 1997 for a network of 45 stations in the Sydney region. The first column below gives a list of…
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45 instances - 47 features - classes - 0 missing values
This analysis describes and summarizes the relationships between 1987 salaries of major league baseball players and the player's performance. The salary data were taken from Sports Illustrated, April…
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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:…
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5000 instances - 22 features - classes - 0 missing values
Abstract: This data set contains a total 5820 evaluation scores provided by students from Gazi University in Ankara (Turkey). There is a total of 28 course specific questions and additional 5…
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5820 instances - 33 features - classes - 0 missing values
USDA, NRCS. 2008. The PLANTS Database ([Web Link], 31 December 2008). National Plant Data Center, Baton Rouge, LA 70874-4490 USA. Abstract: Data has been extracted from the USDA plants database. It…
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Source: Creators : François Kawala (1,2) Ahlame Douzal (1) Eric Gaussier (1) Eustache Diemert (2) Institutions : (1) Université Joseph Fourier (Grenoble I) Laboratoire d'informatique de…
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28179 instances - 97 features - classes - 0 missing values
Abstract: This data contains general demographic information on internet users in 1997. Source: Original Owner: Graphics, Visualization, & Usability Center College of Computing Geogia Institute of…
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Abstract: This dataset contains timeseries of mel-frequency cepstrum coefficients (MFCCs) corresponding to spoken Arabic digits. Includes data from 44 male and 44 female native Arabic speakers.…
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178526 instances - 13 features - classes - 57200 missing values
DBpedia with top-474 most frequent YAGO types HMC dataset for type prediction. Ingoing and outgoing properties as features
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2886305 instances - 2401 features - classes - 0 missing values
Wikidata with top-474 most frequent types and ingoing/outgoing properties as features
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19254100 instances - 2331 features - classes - 0 missing values
Nell HMC dataset for type prediction with ingoing/outgoing properties as features
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120720 instances - 769 features - classes - 0 missing values
Sampled http://www.openml.org/d/5889
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761940 instances - 6 features - classes - 0 missing values
And another sample. (v. 2 without OpenML metainfo)
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89640 instances - 6 features - classes - 0 missing values
This is a sesnor data for test it is not complete.
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127591 instances - 27 features - classes - 0 missing values
YAGO Schema.
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181 instances - 4 features - classes - 0 missing values
Source: The dataset was created by Athanasios Tsanas (tsanasthanasis '@' gmail.com) and Max Little (littlem '@' physics.ox.ac.uk) of the University of Oxford, in collaboration with 10 medical centers…
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5875 instances - 22 features - classes - 0 missing values
Source: 1. Muhammad Naeem, Centre of Research in Data Engineering(CORDE) & Department of Computer Science, MAJU Islamabad Pakistan(naeems.naeem '@' gmail.com). 2. Sohail Asghar, Director/Associate…
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65554 instances - 29 features - classes - 0 missing values
Source: Original Owner: U.S. Census Bureau http://www.census.gov/ United States Department of Commerce Donor: Terran Lane and Ronny Kohavi Data Mining and Visualization Silicon Graphics. terran '@'…
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299285 instances - 42 features - classes - 0 missing values
Gestures from Rest Positions. In: Symposium on Applied Computing (SAC), 2013, Coimbra. Proceedings of the 28th Annual ACM Symposium on Applied Computing (SAC), 2013. p. 46-52. Data Set Information:…
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Source: 1. Olcay KURSUN, PhD., Istanbul University, Department of Computer Engineering, 34320, Istanbul, Turkey Phone: +90 (212) 473 7070 - 17827 Email: okursun '@' istanbul.edu.tr 2. Betul ERDOGDU…
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1039 instances - 29 features - classes - 0 missing values
Concrete is the most important material in civil engineering. The concrete compressive strength is a highly nonlinear function of age and ingredients. These ingredients include cement, blast furnace…
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1030 instances - 9 features - classes - 0 missing values
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Horsepower treated as the class attribute. As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction using…
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Data from https://doi.org/10.5281/zenodo.269636
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4758 instances - 39 features - classes - 0 missing values
#study_1
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944 instances - 17 features - classes - 0 missing values
Author: Gregory Gay, Tim Menzies, Misty Davies, Karen Gundy-Burlet Source: [Zenodo](https://zenodo.org/record/322475) Please cite: Misty Davies. (2009). bike [Data set]. Zenodo. DOI:…
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4435 instances - 11 features - classes - 0 missing values
Twenty two observations of the Dwarf planet Ceres as observed by Giueseppe Piazzi and published in the September edition of Monatlicher Correspondenz in 1801. These were the measurements used by Gauss…
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22 instances - 9 features - classes - 17 missing values
EMNIST Balanced https://www.nist.gov/itl/iad/image-group/emnist-dataset
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131600 instances - 785 features - classes - 0 missing values
This file holds global land temperatures by country
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577462 instances - 4 features - classes - 64563 missing values
holds information on average temperature per country
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577462 instances - 4 features - classes - 64563 missing values
Multi-label dataset. The birds dataset consists of 327 audio recordings of 12 different vocalizing bird species. Each sound can be assigned to various bird species.
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645 instances - 279 features - 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…
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593 instances - 78 features - classes - 0 missing values
Multi-label dataset. The UC Berkeley enron4 dataset represents a subset of the original enron5 dataset and consists of 1684 cases of emails with 21 labels and 1001 predictor variables.
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1702 instances - 1054 features - classes - 0 missing values
Multi-label dataset. The genbase dataset contains protein sequences that can be assigned to several classes of protein families.
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662 instances - 1212 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…
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2000 instances - 140 features - classes - 0 missing values
The langLog dataset includes 1004 textual predictors and was originally compiled in the doctorial thesis of Read (2010). It consists of 956 text samples that can be assigned to one or more topics such…
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1460 instances - 1079 features - classes - 0 missing values
Multi-label dataset. A subset of the reuters dataset includes 2000 observations for text classification.
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2000 instances - 250 features - classes - 0 missing values
Multi-label dataset. The scene dataset is an image classification task where labels like Beach, Mountain, Field, Urban are assigned to each image.
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2407 instances - 300 features - classes - 0 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.
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3782 instances - 1101 features - 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…
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2417 instances - 117 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Andromeda dataset (Hatzikos et al. 2008) concerns the prediction of future values for six…
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49 instances - 36 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Airline Ticket Price dataset concerns the prediction of airline ticket prices. The rows are a…
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337 instances - 417 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Airline Ticket Price dataset concerns the prediction of airline ticket prices. The rows are a…
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296 instances - 417 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Electrical Discharge Machining dataset (Karalic and Bratko 1997) represents a two-target…
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154 instances - 18 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Energy Building dataset (Tsanas and Xifara 2012) concerns the prediction of the heating load…
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768 instances - 10 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Jura (Goovaerts 1997) dataset consists of measurements of concentrations of seven heavy…
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359 instances - 18 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : This is a pre-processed version of the dataset used in Kaggles Online Product Sales competition…
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639 instances - 413 features - classes - 10012 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The river flow datasets concern the prediction of river network flows for 48 h in the future at…
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9125 instances - 72 features - classes - 3264 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The river flow datasets concern the prediction of river network flows for 48 h in the future at…
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9125 instances - 584 features - classes - 356160 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Supply Chain Management datasets are derived from the Trading Agent Competition in Supply…
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9803 instances - 296 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Supply Chain Management datasets are derived from the Trading Agent Competition in Supply…
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8966 instances - 77 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : This is a pre-processed version of the dataset used in Kaggles See Click Predict Fix competition…
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1137 instances - 26 features - classes - 9255 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Solar Flare dataset (Lichman 2013) has 3 target variables that correspond to the number of…
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323 instances - 13 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Solar Flare dataset (Lichman 2013) has 3 target variables that correspond to the number of…
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1066 instances - 13 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Concrete Slump dataset (Yeh 2007) concerns the prediction of three properties of concrete…
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103 instances - 10 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Water Quality dataset (Dzeroski et al. 2000) has 14 target attributes that refer to the…
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1060 instances - 30 features - classes - 0 missing values
The YouTube personality dataset consists of a collection of behavorial features, speech transcriptions, and personality impression scores for a set of 404 YouTube vloggers that explicitly show…
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404 instances - 31 features - classes - 0 missing values
iris with ignored features Sepal.Width and Petal.Length
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150 instances - 5 features - classes - 0 missing values
CD4 count prediction date
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16484 instances - 62 features - 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…
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593 instances - 78 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…
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2000 instances - 140 features - classes - 0 missing values
Multi-label dataset. A subset of the reuters dataset includes 2000 observations for text classification.
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2000 instances - 250 features - classes - 0 missing values
Multi-label dataset. The scene dataset is an image classification task where labels like Beach, Mountain, Field, Urban are assigned to each image.
0 runs0 likes0 downloads0 reach1 impact
2407 instances - 300 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Andromeda dataset (Hatzikos et al. 2008) concerns the prediction of future values for six…
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49 instances - 36 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Airline Ticket Price dataset concerns the prediction of airline ticket prices. The rows are a…
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337 instances - 417 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Airline Ticket Price dataset concerns the prediction of airline ticket prices. The rows are a…
0 runs0 likes0 downloads0 reach1 impact
296 instances - 417 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Electrical Discharge Machining dataset (Karalic and Bratko 1997) represents a two-target…
0 runs0 likes0 downloads0 reach1 impact
154 instances - 18 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Energy Building dataset (Tsanas and Xifara 2012) concerns the prediction of the heating load…
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768 instances - 10 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Jura (Goovaerts 1997) dataset consists of measurements of concentrations of seven heavy…
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359 instances - 18 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : This is a pre-processed version of the dataset used in Kaggles See Click Predict Fix competition…
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1137 instances - 26 features - classes - 9255 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Solar Flare dataset (Lichman 2013) has 3 target variables that correspond to the number of…
0 runs0 likes0 downloads0 reach1 impact
323 instances - 13 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Solar Flare dataset (Lichman 2013) has 3 target variables that correspond to the number of…
0 runs0 likes0 downloads0 reach1 impact
1066 instances - 13 features - classes - 0 missing values
Multivariate regression data set from: https://link.springer.com/article/10.1007%2Fs10994-016-5546-z : The Concrete Slump dataset (Yeh 2007) concerns the prediction of three properties of concrete…
0 runs1 likes0 downloads1 reach1 impact
103 instances - 10 features - classes - 0 missing values
The YouTube personality dataset consists of a collection of behavorial features, speech transcriptions, and personality impression scores for a set of 404 YouTube vloggers that explicitly show…
0 runs0 likes0 downloads0 reach1 impact
404 instances - 31 features - classes - 0 missing values
iris with ignored features Sepal.Width and Petal.Length
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150 instances - 5 features - classes - 0 missing values
iris with ignored features Sepal.Width and Petal.Length
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150 instances - 5 features - classes - 0 missing values
Sensor data measurements of one Boiler, containing WaterInput/SteamOutput (flow, temperature, pressure) for one month, which is measured every minute.
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44643 instances - 8 features - classes - 44643 missing values
__Major changes w.r.t. version 1: changed binary features to data type factor.__ Dataset from the Agnostic Learning vs. Prior Knowledge Challenge (http://www.agnostic.inf.ethz.ch), which consisted of…
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14395 instances - 217 features - classes - 0 missing values
__Major change w.r.t. version 1: updated data type of binary variables to factor type.__ Dataset from the Agnostic Learning vs. Prior Knowledge Challenge (http://www.agnostic.inf.ethz.ch), which…
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4562 instances - 49 features - classes - 0 missing values