Table 4 Best predictive variables based on the Naïve Bayes model analysis
# | Regularity | Irregularity |
|---|---|---|
1 | PGLOBAL - Percentage of correct answers in diagnostic test at admission: global score - greater than or equal to 65% | PGLOBAL - Percentage of correct answers in diagnostic test at admission: global score - less than 43.3% |
2 | PMAT - Percentage of correct answers in diagnostic test at admission: mathematics - greater than or equal to 59.4% | SUBSYSTEM - High school subsystem - B |
3 | PCHE - Percentage of correct answers in diagnostic test at admission: chemistry - greater than or equal to 71.4% | PCHE - Percentage of correct answers in diagnostic test at admission: chemistry - less than 43.7% |
4 | PBIO - Percentage of correct answers in diagnostic test at admission: biology - greater than or equal to 75% | PBIO - Percentage of correct answers in diagnostic test at admission: biology - less than 46.7% |
5 | PENG - Percentage of correct answers in diagnostic test of English proficiency - greater than or equal to 90% | PENG - Percentage of correct answers in diagnostic test of English proficiency - less than 50% |
6 | ENG_LEVEL - Student’s English proficiency according to the Common European Framework -B1 | ENG_LEVEL - Student’s English proficiency according to the Common European Framework - Does not classify |
7 | PPHYS - Percentage of correct answers in diagnostic test at admission: physics - greater than or equal to 64.3% | PMAT - Percentage of correct answers in diagnostic test at admission: mathematics - less than 32.3% |
8 | PESP - Percentage of correct answers in diagnostic test of Spanish proficiency at admission: global - greater than or equal to 74.6% | PPHYS - Percentage of correct answers in diagnostic test at admission: physics - less than 37.5% |
9 | PGR - Percentage of correct answers in diagnostic test of Spanish proficiency at admission: grammar - greater than or equal to 75% | PESP - Percentage of correct answers in diagnostic test of Spanish proficiency at admission: global - less than 53.3% |
10 | PLIT - Percentage of correct answers in diagnostic test at admission: literature - greater than or equal to 80% | HS_CAMPUS - High school campus |