Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together.
Gromit Yeuk-Yin ChanEnrico BertiniLuis Gustavo NonatoBrian BarrCláudio T. SilvaPublished in: CoRR (2020)
Keyphrases
- training data
- data sets
- machine learning
- experimental data
- data collection
- input data
- test data
- learning models
- statistical methods
- data analysis
- prior knowledge
- network structure
- database
- text mining
- data samples
- data structure
- data distribution
- computational model
- data quality
- neural network
- data mining
- decision trees
- simulation data
- predictive model
- learned models
- measured data
- class membership
- data visualization
- machine learning methods
- statistical analysis
- multi class
- knowledge discovery
- high level
- learning algorithm