General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3326–3350 of 14581 papers

Title	Date	Tasks	Status	Score
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames	Aug 16, 2020	General Classification	CodeCode Available	5
Deep attention-based classification network for robust depth prediction	Jul 11, 2018	ClassificationDeep Attention	CodeCode Available	5
Automatic Differentiation in PyTorch	Oct 28, 2017	ClusteringCPU	CodeCode Available	5
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning	Feb 19, 2019	Binary ClassificationDensity Estimation	CodeCode Available	5
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images	May 30, 2018	DiagnosticGeneral Classification	CodeCode Available	5
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions	Oct 12, 2017	Autonomous DrivingGeneral Classification	CodeCode Available	5
Optimizing CNN-based Hyperspectral ImageClassification on FPGAs	Jun 27, 2019	ClassificationCPU	CodeCode Available	5
Order-free Learning Alleviating Exposure Bias in Multi-label Classification	Sep 8, 2019	DecoderGeneral Classification	CodeCode Available	5
Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification	Feb 21, 2018	ClassificationGeneral Classification	CodeCode Available	5
Analysis Dictionary Learning based Classification: Structure for Robustness	Jul 13, 2018	ClassificationDictionary Learning	CodeCode Available	5
Orthogonal Least Squares Based Fast Feature Selection for Linear Classification	Jan 21, 2021	Classificationfeature selection	CodeCode Available	5
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep Learning	Jul 1, 2019	General Classification	CodeCode Available	5
Orthrus: A Bimodal Learning Architecture for Malware Classification	Sep 28, 2020	ClassificationDeep Learning	CodeCode Available	5
Decoupling "when to update" from "how to update"	Jun 8, 2017	Face RecognitionGender Classification	CodeCode Available	5
Deep Composer Classification Using Symbolic Representation	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	5
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification	Dec 12, 2016	General Classificationimage-classification	CodeCode Available	5
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection	Oct 5, 2018	ClassificationGeneral Classification	CodeCode Available	5
Decoder Choice Network for Meta-Learning	Sep 25, 2019	DecoderEnsemble Learning	CodeCode Available	5
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks	Aug 11, 2020	ClassificationEEG	CodeCode Available	5
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation	Jun 16, 2015	ClassificationGeneral Classification	CodeCode Available	5
Pairwise Confusion for Fine-Grained Visual Classification	May 22, 2017	ClassificationFine-Grained Image Classification	CodeCode Available	5
Automatic crack classification by exploiting statistical event descriptors for Deep Learning	Jul 24, 2019	General ClassificationStructural Health Monitoring	CodeCode Available	5
Paradoxes in Fair Machine Learning	Dec 1, 2019	BIG-bench Machine LearningFairness	CodeCode Available	5
Parallel Grid Pooling for Data Augmentation	Mar 30, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
DCFNet: Deep Neural Network with Decomposed Convolutional Filters	Feb 12, 2018	General Classificationimage-classification	CodeCode Available	5

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified