Research Article
An Incremental Optimal Weight Learning Machine of Single-Layer Neural Networks
Table 1
Details of the data sets used for regression and classification.
| Data sets | Classes | Attributes | Types | of pieces of training data | of pieces of testing data |
| Delta Ailerons | — | 6 | Regression | 3000 | 4129 | Delta Elevators | — | 6 | Regression | 4517 | 5000 | California Housing | — | 8 | Regression | 8000 | 12,460 | Computer activity | — | 8 | Regression | 4000 | 4192 | Bank domains | — | 8 | Regression | 4500 | 3692 | COLL20 | 20 | 1024 | Classification | 1080 | 360 | G50C | 2 | 50 | Classification | 414 | 136 | USPST(B) | 2 | 256 | Classification | 1509 | 498 | Satimage | 6 | 36 | Classification | 3217 | 3218 |
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