データセット解説

データセット一覧

Dataset	Description	Associated Tasks	Target Column	Number of Columns	Number of Rows
gluon	AutoGluon Example Dataset	Binary/Multiclass classification	class (binary), occupation (multiclass)	15	39,073 (train), 9,769 (test)
bank_marketing	Bank Marketing Dataset. The goal is to predict if the client will subscribe a term deposit.	Binary classification	y	21	28,831 (train), 12,357(test)
vehicle_coupon	Vehicle Coupon Recommendation Dataset. Recommend a coupon to driver on different senarios.	Multiclass classification	coupon	26	8,878 (train), 3,806 (test)
online_retail	Online Retail Transactional Dataset. The goal is to predict LTV score for each customer.	Regression (CLTV prediction), RFM	cltv	11	2,230 (train), 956 (test)
telco_churn	Telco Churn Event Dataset	Binary classification (Churn prediction)	churn	21	4,930 (train), 2,113 (test)
california_house	House Price Dataset of California. The task is predicting house prices	Regression	median_house_value	10	14,448 (train), 6,192 (test)
transition_matrix	Sample Transition Dataset of Web Access. The task is to analyze web access transitions.	Network Analysis	-	3	12
ts_airline	Time Series Airline Passenger Dataset. The task is to forecast the number of passengers.	Timeseries Forecasting (Univariate)	number_of_airline_passengers	2	100 (train), 44 (test)
m4	Quartierly Time Series of M4 Dataset	Timeseries Forecasting (Multivariate)	v7 (or any v?)	867	33,600 (train), 14,400 (test)
nba	Next Best Action Dataset	Next Best Action	-	6	43,196 (train), 12,829 (test)
mta	DP6 Dataset for Marketing Attribution Models	Multi-Touch Attribution	-	4	500,000
dermatology	Dermatology Diseases Dataset. The task for this dataset is to determine 6 types of Eryhemato-Squamous Disease.	Multi-class classification, Clustering	class	35	366
creditcard	Credit Card Fraud Dataset. Anonymized credit card transactions labeled as fraudulent or genuine.	Binary classification (Fraud detection)	fraud	29	199,364 (train), 85,443 (test)
cluto	Cluto Dataset for Clustering	Clustering	class	3	10,000
covtype	Forest Cover Type Dataset. Classification of pixels into 7 forest cover types.	Multiclass classification	target	55	406,708 (train),174,304(test)
20newsgroups	20 Newsgroup Documents Dataset. This data set comes from data in 20 different newsgroups.	Multiclass classification	target	301	11,314 (train), 7,532 (test) 4,871 (inbalanced train)
cosmetics_store	Cometics Shop E-Commerce Events History Dataset	RFM analysis, Clustering	-	5	1,287,007