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Statistical classification is the problem of identifying the sub-population to which new observations belong, where the identity of the sub-population is unknown, on the basis of a training set of data containing observations whose sub-population is known. Therefore these classifications will show a variable behavior which can be studied by statistics.

2 votes
1 answer
21 views

Resizing input vectors of different lengths

I have a set of data taken from a number of machines. A simplified version of the dataset is shown below: id time1 time2 time3 time4 time5 time6 time7 failure 0 1 1.824 3.107 9.695 0. …
Rory Majule's user avatar
0 votes
1 answer
229 views

Input Tensor Shape for CNN Binary Classification of Time Series Data

I want to predict whether a machine will fail based on the most recent set of measurements taken by on-board sensors. I have several dozen machines, each with a sensor that takes a measurement at regu …
Rory Majule's user avatar