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mlquantify 0.1.1 documentation
Install
User Guide
API
GitHub
Install
User Guide
API
GitHub
Section Navigation
1. Methods Taxonomy
1.1. Aggregative Quantification
1.2. Non Aggregative Quantification
1.3. Meta Quantification
2. Label Scheme
2.1. Binary problems
2.2. Multiclass Problems
3. Building a Quantifier
3.1. Building a Quantifier
3.2. Building an Aggregative Quantifier
3.3. Building a Non-Aggregative Quantifier
4. Non Parameters Scenarios
5. Model Selection and Evaluation
5.1. Tunning the hyper-parameter of a quantifier
5.2. Metrics and scoring: quantifing the performance of a quantifier
6. Experiment Management
6.1. Protocol
6.2. Artificial Prevalence protocol with general usage
6.3. Artificial Prevalence protocol with selected usage
6.4. Building a Protocol
User Guide
2.
Label Scheme
2.
Label Scheme
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2.1. Binary problems
2.2. Multiclass Problems
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