A Java harness to load data from database, create Weka ARFF and Mulan ARFF+XML files, run machine learning experiments and save the evaluation and predictions to database. If using this code, please quote: BMC Bioinformatics, EnzML: multi-label prediction of enzyme classes using InterPro signatures, Luna De Ferrari, Stuart Aitken, Jano van. Download CSV. 2737 Downloads: Census Income. Predict if an individual makes greater or less than $50000 per year. Instances: 48842, Attributes: 15, Tasks: Classification. Download CSV. 2672 Downloads: German Credit Data. Determine customer credit rating (good vs bad). Mar 18, 2016 Here this model is (slightly) better than the logistic regression. Actually, if we create many training/validation samples, and compare the AUC, we can observe that – on average – random forests perform better than logistic regressions.
German Credit Data Set Arff Download 2017
Downloads | Picture | Description | CSV_Download |
---|---|---|---|
5932 Downloads | Smartphone Activity Predict human activity based on smartphone movement measurements Instances: 10299, Attributes: 562, Tasks: Classification | Download CSV | |
4524 Downloads | School Grades Predict grades of school students based on lifestyle attributes Instances: 649, Attributes: 33, Tasks: Classification, Regression | Download CSV | |
3827 Downloads | Cars Derived from simple hierarchical decision model Instances: 1728, Attributes: 7, Tasks: Classification | Download CSV | |
3537 Downloads | Heart Disease Heart Disease in Patients from Cleveland Instances: 303, Attributes: 14, Tasks: Classification | Download CSV | |
3371 Downloads | Breast Cancer Predict if tumor is benign or malignant Instances: 569, Attributes: 10, Tasks: Classification | Download CSV | |
2892 Downloads | Census Income Predict if an individual makes greater or less than $50000 per year Instances: 48842, Attributes: 15, Tasks: Classification | Download CSV | |
2827 Downloads | German Credit Data Determine customer credit rating (good vs bad) Instances: 1000, Attributes: 21, Tasks: Classification | Download CSV | |
2703 Downloads | Forbes Billionaire Predict net worth of billionaires Instances: 2043, Attributes: 6, Tasks: Regression | Download CSV | |
2596 Downloads | Iris Predict flower type of the Iris plant species Instances: 150, Attributes: 5, Tasks: Classification | Download CSV | |
2555 Downloads | Wine Use chemical analysis to determine the origin of wines Instances: 178, Attributes: 14, Tasks: Classification | Download CSV | |
2392 Downloads | Mushroom Predict whether a mushroom species is edible or poisonous Instances: 8417, Attributes: 23, Tasks: Classification | Download CSV | |
2296 Downloads | Computer Hardware Predict relative performance of computer hardware Instances: 209, Attributes: 10, Tasks: Regression | Download CSV | |
2265 Downloads | Bank Marketing Predicting client's subscription depending on background Instances: 4521, Attributes: 17, Tasks: Classification | Download CSV | |
2122 Downloads | State Marijuana Legalization Predict the status of marijuana legalization of US states Instances: 50, Attributes: 16, Tasks: Classification | Download CSV | |
2100 Downloads | Gender Voice Determine male or female based on voice cahrac Instances: 3168, Attributes: 21, Tasks: Classification | Download CSV | |
2065 Downloads | Istanbul Stock Predict stock prices in this time-series data Instances: 536, Attributes: 10, Tasks: Regression | Download CSV | |
2027 Downloads | Indian Liver Patient Predict if patient from the state of Andhra Pradesh has Liver Disease Instances: 583, Attributes: 11, Tasks: Classification | Download CSV | |
2005 Downloads | Soccer International History Predict home team outcome in all international soccer (football) matches Instances: 38685, Attributes: 8, Tasks: Classification | Download CSV | |
1932 Downloads | Mammogram Predict whether a tumor is benign or malignant Instances: 961, Attributes: 6, Tasks: Classification | Download CSV | |
1913 Downloads | Auto Mpg Predict engine miles per gallon of cars from the 1970s and 1980s Instances: 398, Attributes: 9, Tasks: Regression | Download CSV | |
1909 Downloads | Balloons Predict whether balloon inflated or not Instances: 20, Attributes: 5, Tasks: Classification | Download CSV | |
1860 Downloads | Tic Tac Toe Predict outcome of games with X going first Instances: 958, Attributes: 10, Tasks: Classification | Download CSV | |
1759 Downloads | Forest Fires Predict the burned area of forest fires Instances: 517, Attributes: 13, Tasks: Regression | Download CSV | |
1737 Downloads | Pima Native American Diabetes Predict occurrence of diabetes within the PIMA Native Ameriacn Group Instances: 768, Attributes: 9, Tasks: Classification | Download CSV | |
1685 Downloads | Balance Scale Predict which way a scale is tipped or if it's balanced Instances: 625, Attributes: 5, Tasks: Classification | Download CSV | |
1627 Downloads | Vehicle Silhouette Predict vehicle type based on silhouette measurements Instances: 846, Attributes: 19, Tasks: Classification | Download CSV | |
1572 Downloads | Monk Predict class based on planned distributions Instances: 1711, Attributes: 8, Tasks: Classification | Download CSV | |
1568 Downloads | Chess King Rook Predict outcome of chess with 2 kings and 1 rook Instances: 28056, Attributes: 7, Tasks: Classification | Download CSV | |
1536 Downloads | Congressional Voting Predict whether congressmen is Democrat or Republican based on voting patterns Instances: 435, Attributes: 17, Tasks: Classification | Download CSV | |
1506 Downloads | Abalone Predict age of abalone from physical measurements Instances: 4417, Attributes: 9, Tasks: Classification, Regression | Download CSV | |
1486 Downloads | Cryotherapy Wart treatment results of 90 patients using cryotherapy Instances: 90, Attributes: 8, Tasks: Classification | Download CSV | |
1474 Downloads | Contraceptive Method Predict contraception use amongst Indonesian Women Instances: 1473, Attributes: 10, Tasks: Classification | Download CSV | |
1420 Downloads | Horse Colic Predict the livelihood of a horse Instances: 368, Attributes: 27, Tasks: Classification | Download CSV | |
1264 Downloads | Bach Choral Set Predict which chord was played in a Bach piece given pitch, bass and meter Instances: 5665, Attributes: 17, Tasks: Classification | Download CSV |