Question: Summarize the plot Top 10 Features Most Correlated with Target Curricular.units.2nd.sem..approved. Curricular.units.2nd.sem..grade. Curricular.units. 1st.sem..approved. Curricular.units. 1st.sem..grade. Tuition.fees.up.to.date Feature Scholarship.holder Application.mode Gender Debtor Age. at. enrollment

Summarize the plot

Summarize the plot Top 10 Features MostSummarize the plot Top 10 Features MostSummarize the plot Top 10 Features Most
Top 10 Features Most Correlated with Target Curricular.units.2nd.sem..approved. Curricular.units.2nd.sem..grade. Curricular.units. 1st.sem..approved. Curricular.units. 1st.sem..grade. Tuition.fees.up.to.date Feature Scholarship.holder Application.mode Gender Debtor Age. at. enrollment -0.25 0.00 0.25 0.50 Correlation with TargetVariable Name Role Type Demographic Description International Feature Integer 1 - yes 0 - no Curricular units 1st sem Number of curricular units credited Feature Integer (credited) in the 1st semester Curricular units 1st sem Number of curricular units enrolled Feature Integer (enrolled) in the 1st semester Curricular units 1st sem Number of evaluations to curricular Feature Integer (evaluations) units in the 1st semester Curricular units 1st sem Number of curricular units Feature Integer (approved) approved in the 1st semester Curricular units 1st sem Grade average in the 1st semester Feature Integer (grade) (between 0 and 20) Curricular units 1st sem Number of curricular units without Feature Integer (without evaluations) evalutions in the 1st semester Curricular units 2nd sem Number of curricular units credited Feature Integer (credited) in the 2nd semester Curricular units 2nd sem Number of curricular units enrolled Feature Integer (enrolled) in the 2nd semester Curricular units 2nd sem Number of evaluations to curricular Feature Integer (evaluations) units in the 2nd semesterVariables Table Variable Name Curricular units 2nd sem (approved) Curricular units 2nd sem (grade) Curricular units 2nd sem (without evaluations) Unemployment rate Inflation rate GDP Target Role Feature Feature Feature Feature Feature Feature Target Type Integer Integer Integer Continuous Continuous Continuous Categorical Demographic Description Un Number of curricular units approved in the 2nd semester Grade average in the 2nd semester (between 0 and 20) Number of curricular units without evalutions in the 1st semester Unemployment rate (95) Inflation rate (96) GDP Target. The problem is formulated as a three category classification task (dropout, enrolled, and graduate) at the end of the normal duration of the course

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