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SotA/Time Series/Time Series Classification

Time Series Classification

77 benchmarks697 papers

Time Series Classification is a general task that can be useful across many subject-matter domains and applications. The overall goal is to identify a time series as coming from one of possibly many sources or predefined groups, using labeled training data. That is, in this setting we conduct supervised learning, where the different time series sources are considered known.

<span class="description-source">Source: Nonlinear Time Series Classification Using Bispectrum-based Deep Convolutional Neural Networks </span>

Benchmarks

Time Series Classification on ArabicDigits

AccuracyNLL

Time Series Classification on JapaneseVowels

AccuracyNLL

Time Series Classification on Libras

AccuracyNLL

Time Series Classification on PhysioNet Challenge 2012

AUPRCAUROCAUCAUC Stdev

Time Series Classification on UWave

AccuracyNLL

Time Series Classification on Wafer

AccuracyNLLAccuracy(30-fold)

Time Series Classification on AUSLAN

AccuracyNLL

Time Series Classification on CMUsubject16

AccuracyNLL

Time Series Classification on CharacterTrajectories

AccuracyNLL

Time Series Classification on DigitShapes

AccuracyNLL

Time Series Classification on ECG

AccuracyNLL

Time Series Classification on KickvsPunch

AccuracyNLL

Time Series Classification on NetFlow

AccuracyNLL

Time Series Classification on SHAPES

AccuracyNLL

Time Series Classification on WalkvsRun

AccuracyNLL

Time Series Classification on EigenWorms

% Test Accuracy

Time Series Classification on PEMS

AccuracyNLL

Time Series Classification on PenDigits

AccuracyNLL

Time Series Classification on pendigits

Accuracy

Time Series Classification on FaceDetection

Accuracy

Time Series Classification on Heartbeat

Accuracy

Time Series Classification on BorealTC

Accuracy (5-fold)

Time Series Classification on Insectwingbeat

Accuracy

Time Series Classification on UEA

ACC

Time Series Classification on s2-agri

mIoUoAcc

Time Series Classification on AATLD Gesture Recognition

Absolute Time (ms)

Time Series Classification on ACSF1

Accuracy(30-fold)

Time Series Classification on Adiac

Accuracy(30-fold)

Time Series Classification on ArrowHead

Accuracy(30-fold)

Time Series Classification on ArticularyWordRecognition

Accuracy

Time Series Classification on BasicMotions

Accuracy

Time Series Classification on Beef

Accuracy(30-fold)

Time Series Classification on Cricket

Accuracy

Time Series Classification on ECG200

Accuracy(30-fold)

Time Series Classification on ECG5000

Accuracy(30-fold)

Time Series Classification on ERing

Accuracy

Time Series Classification on Earthquakes

Accuracy (Test)Accuracy(30-fold)

Time Series Classification on EthanolConcentration

Accuracy

Time Series Classification on FordA

Acc. (test)F1 scoremean average precision

Time Series Classification on Handwriting

Accuracy

Time Series Classification on LP1

Accuracy

Time Series Classification on LP2

Accuracy

Time Series Classification on LP3

Accuracy

Time Series Classification on LP4

Accuracy

Time Series Classification on LP5

Accuracy

Time Series Classification on NATOPS

Accuracy

Time Series Classification on Physionet 2017 Atrial Fibrillation

AUCF1 (Hidden Test Set)

Time Series Classification on RacketSports

Accuracy

Time Series Classification on SelfRegulationSCP2

Accuracy

Time Series Classification on StandWalkJump

Accuracy

Time Series Classification on UCI Epileptic Seizure Recognition

Accuracy

Time Series Classification on ^(#$!@#$)(()))******

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