80 search results - page 2 / 16 » Proposal of Metrics for SSTA Accuracy Evaluation |
ICMLA
2008
13 years 9 months ago
2008
A new framework is proposed for comparing evaluation metrics in classification applications with imbalanced datasets (i.e., the probability of one class vastly exceeds others). Fo...
AUSAI
2004
Springer
14 years 28 days ago
2004
Springer
How to assess the performance of machine learning algorithms is a problem of increasing interest and urgency as the data mining application of myriad algorithms grows. The standard...
ACL
2010
13 years 5 months ago
2010
Hierarchical HMM (HHMM) parsers make promising cognitive models: while they use a bounded model of working memory and pursue incremental hypotheses in parallel, they still achieve...
SQJ
2002
13 years 7 months ago
2002
Acknowledging the intense requirement for low power operation in most portable computing systems, this paper introduces the notion of energy efficient software design and proposes ...
SIGMETRICS
2011
ACM
12 years 10 months ago
2011
ACM
Branch taken rate and transition rate have been proposed as metrics to characterize the branch predictability. However, these two metrics may misclassify branches with regular his...