### Table 1. Semi-supervised Learning with Deterministic An- nealing.

2006

"... In PAGE 5: ... The parameter T is decreased in an outer loop until the total entropy falls below a threshold. Table1 outlines the steps for the algorithm with default parameters. In the rest of this paper, we will abbreviate our method as DA (loss) where loss is l1 for hinge loss, l2 for quadratic hinge loss and sqr for squared loss.... ..."

Cited by 8

### Table 1. Semi-supervised Learning with Deterministic An- nealing.

2006

"... In PAGE 5: ... The parameter T is decreased in an outer loop until the total entropy falls below a threshold. Table1 outlines the steps for the algorithm with default parameters. In the rest of this paper, we will abbreviate our method as DA (loss) where loss is l1 for hinge loss, l2 for quadratic hinge loss and sqr for squared loss.... ..."

Cited by 8

### TABLE 9. Results of semi-supervised active learning Attribut

2005

Cited by 6

### Table 5: Recall of before and after semi-supervised learn- ing

### Table 1. Stability based semi-supervised learning algorithm

"... In PAGE 4: ... step the sample from the unlabeled data set which presents the highest stability with respect to the classifier. Table1 summarizes the proposed algorithm. 3 The problem With the recently appeared Wireless Capsule Video Endoscopy (WCVE) a new field of research is opened to study small intestine affections.... ..."

### TABLE 5. Results of semi-supervised non-active learning Attribute Average

2005

Cited by 6

### Table 4: F1 measure of the four semi-supervised learning methods for chosen categories.

### Table 1.1 The basic EM algorithm for semi-supervised learning of a text classifier.

### Table 4. The error rates when semi-supervised learning Data Set TSVM TSVMt TrAdaBoost(TSVM)

2007

"... In PAGE 6: ...01. Table4 presents the experimental results of TSVM, TSVMt and TrAdaBoost(TSVM) when there are very few same-distribution training instances (one pos- itive and one negative). The performance in error rate was the average of 10 repeats by random.... ..."

Cited by 2