Incremental Constructive Induction: An Instance-Based Approach

@inproceedings{Aha1991IncrementalCI,
  title={Incremental Constructive Induction: An Instance-Based Approach},
  author={David W. Aha},
  booktitle={ML},
  year={1991}
}
s feature construction process is not adequately constrained. Some application domains are described by adequate attributes, in which case feature construction could cause unnecessary search that decreases learning performance. 5 CONCLUSION This paper introduced and empirically evaluated IB3-CI, an instance-based learning algorithm that constructs features. It recorded higher accuracies and lower storage requirements than previous IBL algorithms , including MBRtalk (Stanll & Waltz, 1986), in… CONTINUE READING