Music rhythm tree based partitioning approach to decision tree classifier
Decision tree is a widely used non-parametric technique in machine learning, data mining and pattern recognition. It is simple to understand and interpret, however it faces challenges such as handling higher dimensional and class imbalanced datasets, over-fitting and instability. To overcome some of...
Main Authors: | Shankru Guggari, Vijayakumar Kadappa, V. Umadevi, Ajith Abraham |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2022-06-01
|
Series: | Journal of King Saud University: Computer and Information Sciences |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S1319157820303359 |
Similar Items
-
Correspondence between Multilevel Graph Partitions and Tree Decompositions
by: Michael Hamann, et al.
Published: (2019-09-01) -
Adaptive digital watermarking algorithm under image quad-tree partition
by: Wen-xing LIU,Wei CHEN,Yuan LIU
Published: (2017-12-01) -
Bagged Tree Based Frame-Wise Beforehand Prediction Approach for HEVC Intra-Coding Unit Partitioning
by: Yixiao Li, et al.
Published: (2020-09-01) -
Scalable Multi-Party Privacy-Preserving Gradient Tree Boosting over Vertically Partitioned Dataset with Outsourced Computations
by: Kennedy Edemacu, et al.
Published: (2022-06-01) -
Scalable Fuzzy Decision Tree Induction Using Fast Data Partitioning and Incremental Approach for Large Dataset
by: Somayeh Lotfi, et al.
Published: (2021-02-01)