Accuracy On Semiboost Are Noticeably Discussion Chapter

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Multi-Class Problem

The values for accuracy on the multi-class problem are much more disparate. Indeed, they are all over the place.

SemiBoost has values in the low forties except for a single value in the high 30's.

SemTra has values in the 93 to 94 range while PGM has values in the low to mid-80's.

BGCM has accuracy values in the mid-50's and ORTSC is in the mid-40's.

While the accuracy values vary widely from method to method, there is not a ton of variation between each value within each method.

Most of the accuracy ranges have an overall range of 2-3 points at most.

The standard...

...

tandard deviations are a lot more disparate, especially given what a standard deviation is at the end of the day.
Semi-Boost accuracy and f-measure values range from one to five standard deviations.

SemTra accuracy and F-Value standard deviations range only between one and three standard deviations.

PGM ranges from 2 to 7 standard deviations between the two sets of values.

BGCM has a fairly high standard deviation as well ranging from three to seven standard deviations between the two sets of values.

ORTSC has values of five and six for accuracy while not one of the f-measures is below seven with one being…

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