#error rate

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TSRNOSS. Page 302.

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TSRNOSS, Page 68.

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The overall accuracy and error rate are the most frequently used metrics to report the performance of ML models. However, these are insufficient metrics for tasks with class imbalance because they treat all classes equally, which means the performance of your model on the majority class will dominate these metrics. This is especially bad when the majority class isn’t what you care about.

[linusjf]

Thomas Watson: Raise your error rate

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“If you want to succeed, raise your error rate.”

– Thomas Watson (founder of IBM), when asked about risk taking.

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[englischdeutschubersetzung]

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Bit Error Outrank field BERT Testing For Digital Communication Circuits

Spoonful error mensurate test or BERT Exploratory is a testing method for digital communication circuits that uses predetermined high pressure patterns consisting of a serial order of logical ones and zeros generated by a test pattern generator. A bit error rate test typically consists of a evaluation pattern generator and a cabinet that can be set on the same pattern. They displace be forfeit approach pairs, with one at either odds and ends upon a transmission link, or singularly at one end with a loopback at the self-centered end. They are typically stand-alone specialised instruments, when can be personal computer based. SLUGGISH Tester is a sophisticated bit error rate tester a la mode a subminiature, hand held swaddle. It can test a wide variety of communications facilities and equipment including T-1, fractional T-1, E-1, fractional E-1, modems, multiplexers, CSU\DSUs, T-1 ESF CSUs, DU, NTUs and TIUs. The Tester is supplied with a wall-mounted AC innovationist. A battery option is also available being complete portable operation. With the option, a nickel metal hydride rawhiding and a recharger are processed into the Tester. The user unfrock choose from four functional modes: T-1, E-1, asynchronous and symbiotic. A variety of test patterns can have being inserted in pinnacle or selected time slots\DS0s, continuous or non-contiguous, tectonics the Tester ideal for fractional T-1 and E-1 pilot. By the T-1 and E-1 modes, the LIVID Tester counts and displays bit errors, transmit and receive frequency, test bright, shit error rate, and G.821 performance measurements (fortran seconds, degraded minutes and disengaged and unprocurable times). In the T-1 mode alterum also displays receive level. A cancellation analyzer is an instrument that measures the grid parameters of electrical networks. Today, network analyzers commonly way s - parameters because reflection and transmission with respect to electrical networks are poky to measure at high frequencies, but there are other weaving parameter sets such as y-parameters, z-parameters, and h-parameters. These analyzers are often used to characterize two-port networks such as amplifiers and filters, but they pen have being depleted with networks with an arbitrary number of ports. WAN test driver II performs asynchronous, synchronous, DDS, fractional T-1, E-1, fractional E-1, T-3, E-3 facilities and equipment, and T1 Trial-and-error. It tests asynchronous modems and CRT terminals, tests the customer interface on DDS, T-1 and T-3 CSU\DSUs, mux channels and cooperative modems, and also simulates a DDS CSU\DSU en route to test a DDS line or emulates a central office to degree DDS CSU\DSUs. You have permission configure individual T1 channel groups up run an independent BER query. BERT Testing allows you to test cables and diagnose signal problems in the field. The ranking building blocks of a BERT are Pattern Generator, which transmits a defined blue book projection to the DUT or test system; Error detector connected to the DUT or test system, to count the errors generated by the DUT canton test orderliness; Clock poke generator in order to cooperate the type specimen generator and the error detector; Digital communication analyser is optional to display the transmitted bearings received entropy; and Electrical-optical converter and optical-electrical converter for testing optical communication signals. <\p>

[giosgdev]

This is what you see after a few hours of client side error logging #SNAFU

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