A Quality Measure for Multi-label Datasets on the Apache Spark Framework

• Lic. Ricardo Sánchez Alba

• English

• apache spark
• multi-label classification
• quality measure

In the last years, the amounts of data have increased considerably and therefore, it is becoming more complex to handle these volumes of information. Measuring the data quality is a pivotal aspect to assess the classifier's discriminatory power as the classifiers accuracy heavily depends on the data used to build the model. Multi-label classification is one specific type of classification problem, which has generated an increasing interest in recent years. However, there are no quality measures ...