General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3901–3925 of 14581 papers

Title	Date	Tasks	Status	Hype
Location Forensics of Media Recordings Utilizing Cascaded SVM and Pole-matching Classifiers	Dec 1, 2019	General Classification	—Unverified	0
Multiclass Performance Metric Elicitation	Dec 1, 2019	Binary ClassificationClassification	—Unverified	0
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration	Dec 1, 2019	General Classificationimage-classification	—Unverified	0
STAR-Caps: Capsule Networks with Straight-Through Attentive Routing	Dec 1, 2019	ClassificationGeneral Classification	—Unverified	0
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation	Dec 1, 2019	ClassificationGeneral Classification	—Unverified	0
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response	Dec 1, 2019	General ClassificationImputation	CodeCode Available	0
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum	Dec 1, 2019	General Classificationimage-classification	CodeCode Available	0
Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces	Dec 1, 2019	AttributeClassification	—Unverified	0
Graph Agreement Models for Semi-Supervised Learning	Dec 1, 2019	ClassificationGeneral Classification	—Unverified	0
Paradoxes in Fair Machine Learning	Dec 1, 2019	BIG-bench Machine LearningFairness	CodeCode Available	0
Implicit Generation and Modeling with Energy Based Models	Dec 1, 2019	General ClassificationImage Generation	CodeCode Available	0
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices	Dec 1, 2019	ClassificationGeneral Classification	CodeCode Available	0
Efficient Deep Approximation of GMMs	Dec 1, 2019	General Classification	—Unverified	0
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components	Dec 1, 2019	Adversarial AttackClassification	CodeCode Available	0
Predominant Musical Instrument Classification based on Spectral Features	Nov 30, 2019	ClassificationClustering	CodeCode Available	0
Tag Recommendation by Word-Level Tag Sequence Modeling	Nov 30, 2019	DecoderGeneral Classification	—Unverified	0
SGAS: Sequential Greedy Architecture Search	Nov 30, 2019	ClassificationGeneral Classification	CodeCode Available	0
A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique	Nov 30, 2019	ClassificationGeneral Classification	—Unverified	0
Supervised and Unsupervised End-to-End Deep Learning for Gene Ontology Classification of Neural In Situ Hybridization Images	Nov 30, 2019	DenoisingGeneral Classification	—Unverified	0
A Multi-cascaded Deep Model for Bilingual SMS Classification	Nov 29, 2019	ClassificationGeneral Classification	CodeCode Available	0
Deep Object Co-segmentation via Spatial-Semantic Network Modulation	Nov 29, 2019	General Classificationimage-classification	CodeCode Available	0
Metre as a stylometric feature in Latin hexameter poetry	Nov 28, 2019	ClassificationGeneral Classification	CodeCode Available	0
Transform-Invariant Convolutional Neural Networks for Image Classification and Search	Nov 28, 2019	ClassificationGeneral Classification	CodeCode Available	1
E-Stitchup: Data Augmentation for Pre-Trained Embeddings	Nov 28, 2019	Data AugmentationGeneral Classification	—Unverified	0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music	Nov 28, 2019	ClassificationData Augmentation	CodeCode Available	0

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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