A Genetic Algorithm-Based Support Vector Machine Approach for Intelligent Usability Assessment of m-Learning Applications

Table 7

Analysis of usability attributes of LMS-IUB (http//www.iub.edu.pk) applications.

Features	Scoring	Benchmark	GA selection	Classification (%)	Usability analysis
Efficiency	8	8.5	−0.5	93	Good
Effectiveness	8	7	+1	92	Very good
Ease of use	7	8	+0.3	89	Average
Learnability	6	6.6	+0.2	95	Very good
Memorability	5	7	−0.2	93	Fair
Cognition	5	6	−0.1	92	Good
Consistency	4	5	+2	92	Very good