Study
Heterogeneous Ensembles for Data Streams

Heterogeneous Ensembles for Data Streams

Created 21-02-2019 by Jan van Rijn Visibility: public
Search these data sets in more detail
BNG(anneal) (2)
Automated file upload of BNG(anneal)
100 runs0 likes0 downloads0 reach0 impact
1000000 instances - 39 features - 6 classes - 0 missing values
BNG(segment) (2)
Automated file upload of BNG(segment)
99 runs0 likes0 downloads0 reach0 impact
1000000 instances - 20 features - 7 classes - 0 missing values
BNG(ionosphere) (2)
Automated file upload of BNG(ionosphere)
99 runs0 likes0 downloads0 reach0 impact
1000000 instances - 35 features - 2 classes - 0 missing values
20_newsgroups.drift (2)
Automated file upload of 20_newsgroups.drift
124 runs0 likes0 downloads0 reach0 impact
399940 instances - 1001 features - 2 classes - 0 missing values
BNG(optdigits) (2)
Automated file upload of BNG(optdigits)
100 runs0 likes0 downloads0 reach0 impact
1000000 instances - 65 features - 10 classes - 0 missing values
BNG(spambase) (2)
Automated file upload of BNG(spambase)
98 runs0 likes0 downloads0 reach0 impact
1000000 instances - 58 features - 2 classes - 0 missing values
BNG(credit-g) (2)
Automated file upload of BNG(credit-g)
99 runs0 likes0 downloads0 reach0 impact
1000000 instances - 21 features - 2 classes - 0 missing values
vehicleNorm (1)
Normalized version of vehicle dataset (http://www.openml.org/d/54) NAME vehicle silhouettes PURPOSE to classify a given silhouette as one of four types of vehicle, using a set of features extracted…
372 runs0 likes0 downloads0 reach0 impact
98528 instances - 101 features - 2 classes - 0 missing values
codrnaNorm (1)
Normalized form of codrna (351) Andrew V Uzilov, Joshua M Keegan, and David H Mathews. Detection of non-coding RNAs on the basis of predicted secondary structure formation free energy change. BMC…
309 runs0 likes0 downloads0 reach0 impact
488565 instances - 9 features - 2 classes - 0 missing values
AirlinesCodrnaAdult (1)
No data.
253 runs0 likes0 downloads0 reach0 impact
1076790 instances - 30 features - 2 classes - 7275 missing values
Stagger3 (1)
No data.
305 runs0 likes0 downloads0 reach0 impact
1000000 instances - 4 features - 2 classes - 0 missing values
Stagger2 (1)
No data.
306 runs0 likes0 downloads0 reach0 impact
1000000 instances - 4 features - 2 classes - 0 missing values
Stagger1 (1)
No data.
307 runs0 likes0 downloads0 reach0 impact
1000000 instances - 4 features - 2 classes - 0 missing values
Agrawal1 (1)
No data.
311 runs0 likes0 downloads0 reach0 impact
1000000 instances - 10 features - 2 classes - 0 missing values
BNG(JapaneseVowels) (1)
No data.
288 runs0 likes0 downloads0 reach0 impact
1000000 instances - 15 features - 9 classes - 0 missing values
BNG(SPECT) (1)
No data.
313 runs0 likes0 downloads0 reach0 impact
1000000 instances - 23 features - 2 classes - 0 missing values
BNG(wine) (1)
No data.
312 runs0 likes0 downloads0 reach0 impact
1000000 instances - 14 features - 3 classes - 0 missing values
BNG(satimage) (1)
No data.
292 runs0 likes0 downloads0 reach0 impact
1000000 instances - 37 features - 6 classes - 0 missing values
BNG(solar-flare) (1)
No data.
337 runs0 likes0 downloads0 reach0 impact
1000000 instances - 13 features - 3 classes - 0 missing values
airlines (1)
Airlines Dataset Inspired in the regression dataset from Elena Ikonomovska. The task is to predict whether a given flight will be delayed, given the information of the scheduled departure.
291 runs0 likes31 downloads31 reach17 impact
539383 instances - 8 features - 2 classes - 0 missing values
IMDB.drama (1)
No data.
353 runs0 likes0 downloads0 reach0 impact
120919 instances - 1002 features - 2 classes - 0 missing values
BNG(zoo) (1)
No data.
291 runs0 likes0 downloads0 reach0 impact
1000000 instances - 17 features - 7 classes - 0 missing values
BNG(waveform-5000) (1)
No data.
307 runs0 likes0 downloads0 reach0 impact
1000000 instances - 41 features - 3 classes - 0 missing values
BNG(vowel) (1)
No data.
290 runs0 likes0 downloads0 reach0 impact
1000000 instances - 13 features - 11 classes - 0 missing values
BNG(hepatitis) (1)
No data.
331 runs0 likes0 downloads0 reach0 impact
1000000 instances - 20 features - 2 classes - 0 missing values
BNG(vehicle) (1)
No data.
304 runs0 likes0 downloads0 reach0 impact
1000000 instances - 19 features - 4 classes - 0 missing values
BNG(heart-statlog) (1)
No data.
326 runs0 likes0 downloads0 reach0 impact
1000000 instances - 14 features - 2 classes - 0 missing values
BNG(heart-c) (1)
No data.
310 runs0 likes0 downloads0 reach0 impact
1000000 instances - 14 features - 5 classes - 0 missing values
BNG(sonar) (1)
No data.
296 runs0 likes0 downloads0 reach0 impact
1000000 instances - 61 features - 2 classes - 0 missing values
BNG(dermatology) (1)
No data.
309 runs0 likes0 downloads0 reach0 impact
1000000 instances - 35 features - 6 classes - 0 missing values
BNG(pendigits) (1)
No data.
293 runs0 likes0 downloads0 reach0 impact
1000000 instances - 17 features - 10 classes - 0 missing values
BNG(page-blocks) (1)
No data.
315 runs0 likes0 downloads0 reach0 impact
295245 instances - 11 features - 5 classes - 0 missing values
BNG(credit-a) (1)
No data.
326 runs0 likes0 downloads0 reach0 impact
1000000 instances - 16 features - 2 classes - 0 missing values
BNG(cmc) (1)
No data.
965 runs0 likes0 downloads0 reach0 impact
55296 instances - 10 features - 3 classes - 0 missing values
BNG(bridges_version1) (1)
No data.
306 runs0 likes0 downloads0 reach0 impact
1000000 instances - 13 features - 6 classes - 0 missing values
BNG(mfeat-fourier) (1)
No data.
290 runs0 likes0 downloads0 reach0 impact
1000000 instances - 77 features - 10 classes - 0 missing values
BNG(lymph) (1)
No data.
310 runs0 likes0 downloads0 reach0 impact
1000000 instances - 19 features - 4 classes - 0 missing values
BNG(letter) (2)
No data.
311 runs0 likes0 downloads0 reach0 impact
1000000 instances - 17 features - 26 classes - 0 missing values
BNG(labor) (2)
No data.
332 runs0 likes0 downloads0 reach0 impact
1000000 instances - 17 features - 2 classes - 0 missing values
adult (1)
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 runs0 likes0 downloads0 reach0 impact
48842 instances - 15 features - 2 classes - 6465 missing values
SEA(50000) (1)
No data.
330 runs0 likes0 downloads0 reach0 impact
1000000 instances - 4 features - 2 classes - 0 missing values
SEA(50) (1)
No data.
328 runs0 likes0 downloads0 reach0 impact
1000000 instances - 4 features - 2 classes - 0 missing values
RandomRBF_50_1E-4 (1)
No data.
309 runs0 likes0 downloads0 reach0 impact
1000000 instances - 11 features - 5 classes - 0 missing values
RandomRBF_50_1E-3 (1)
No data.
307 runs0 likes0 downloads0 reach0 impact
1000000 instances - 11 features - 5 classes - 0 missing values
RandomRBF_10_1E-4 (1)
No data.
308 runs0 likes0 downloads0 reach0 impact
1000000 instances - 11 features - 5 classes - 0 missing values
RandomRBF_10_1E-3 (1)
No data.
305 runs0 likes0 downloads0 reach0 impact
1000000 instances - 11 features - 5 classes - 0 missing values
RandomRBF_0_0 (1)
No data.
298 runs0 likes0 downloads0 reach0 impact
1000000 instances - 11 features - 5 classes - 0 missing values
pokerhand (1)
Normalized version of the pokerhand data set. Automated file upload of pokerhand-normalized.arff
314 runs0 likes0 downloads0 reach0 impact
829201 instances - 11 features - 10 classes - 0 missing values
LED(50000) (1)
No data.
304 runs0 likes0 downloads0 reach0 impact
1000000 instances - 25 features - 10 classes - 0 missing values
Hyperplane_10_1E-4 (1)
Synthetic dataset. Almost identical to [dataset 152](https://www.openml.org/d/153/edit)
319 runs0 likes0 downloads0 reach0 impact
1000000 instances - 11 features - 2 classes - 0 missing values
Hyperplane_10_1E-3 (1)
No data.
310 runs0 likes0 downloads0 reach0 impact
1000000 instances - 11 features - 2 classes - 0 missing values
electricity (1)
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…
107182 runs0 likes0 downloads0 reach0 impact
45312 instances - 9 features - 2 classes - 0 missing values
covertype (3)
Normalized version of the Forest Covertype dataset (see version 1), so that the numerical values are between 0 and 1. Contains the forest cover type for 30 x 30 meter cells obtained from US Forest…
342 runs0 likes0 downloads0 reach0 impact
581012 instances - 55 features - 7 classes - 0 missing values
CovPokElec (1)
Dataset created to study concept drift in stream mining. It is constructed by combining the Covertype, Poker-Hand, and Electricity datasets. More details can be found in: Albert Bifet, Geoff Holmes,…
332 runs0 likes0 downloads0 reach0 impact
1455525 instances - 73 features - 10 classes - 0 missing values
BNG(vote) (1)
No data.
356 runs0 likes0 downloads0 reach0 impact
131072 instances - 17 features - 2 classes - 0 missing values
BNG(trains) (1)
No data.
334 runs0 likes0 downloads0 reach0 impact
1000000 instances - 33 features - 2 classes - 0 missing values
BNG(tic-tac-toe) (1)
No data.
1457 runs0 likes0 downloads0 reach0 impact
39366 instances - 10 features - 2 classes - 0 missing values
BNG(soybean) (1)
No data.
314 runs0 likes0 downloads0 reach0 impact
1000000 instances - 36 features - 19 classes - 0 missing values
BNG(mushroom) (1)
No data.
326 runs0 likes0 downloads0 reach0 impact
1000000 instances - 23 features - 2 classes - 0 missing values
BNG(kr-vs-kp) (1)
No data.
324 runs0 likes0 downloads0 reach0 impact
1000000 instances - 37 features - 2 classes - 0 missing values