General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4951–4975 of 14581 papers

Title	Date	Tasks	Status	Hype
Unsupervised Task Design to Meta-Train Medical Image Classifiers	Jul 17, 2019	ClassificationFew-Shot Learning	—Unverified	0
Mitigating Uncertainty in Document Classification	Jul 17, 2019	ClassificationDocument Classification	CodeCode Available	0
Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches	Jul 17, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems	Jul 16, 2019	General Classificationimage-classification	CodeCode Available	0
The Quantum Version Of Classification Decision Tree Constructing Algorithm C5.0	Jul 16, 2019	ClassificationGeneral Classification	—Unverified	0
Relation Network for Multi-label Aerial Image Classification	Jul 16, 2019	ClassificationGeneral Classification	CodeCode Available	0
The Bregman-Tweedie Classification Model	Jul 16, 2019	ClassificationGeneral Classification	—Unverified	0
Fairness-enhancing interventions in stream classification	Jul 16, 2019	ClassificationFairness	—Unverified	0
Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection	Jul 16, 2019	General ClassificationObject	—Unverified	0
Selection Heuristics on Semantic Genetic Programming for Classification Problems	Jul 16, 2019	ClassificationGeneral Classification	CodeCode Available	0
Multi-modal Sentiment Analysis using Deep Canonical Correlation Analysis	Jul 15, 2019	General ClassificationSentiment Analysis	—Unverified	0
AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification	Jul 15, 2019	AttributeGeneral Classification	—Unverified	0
Efficient Pipeline for Camera Trap Image Review	Jul 15, 2019	General Classification	CodeCode Available	1
Discriminative Active Learning	Jul 15, 2019	Active LearningBinary Classification	CodeCode Available	0
Quick, Stat!: A Statistical Analysis of the Quick, Draw! Dataset	Jul 15, 2019	General ClassificationTime Series	—Unverified	0
Myers-Briggs Personality Classification and Personality-Specific Language Generation Using Pre-trained Language Models	Jul 15, 2019	General ClassificationText Generation	—Unverified	0
Multimodal deep networks for text and image-based document classification	Jul 15, 2019	ClassificationDocument Classification	CodeCode Available	0
Improving classification performance by feature space transformations and model selection	Jul 14, 2019	ClassificationGeneral Classification	—Unverified	0
FoodX-251: A Dataset for Fine-grained Food Classification	Jul 14, 2019	ClassificationFine-Grained Visual Categorization	CodeCode Available	0
Image Evolution Trajectory Prediction and Classification from Baseline using Learning-based Patch Atlas Selection for Early Diagnosis	Jul 13, 2019	General ClassificationTrajectory Prediction	—Unverified	0
k-hop Graph Neural Networks	Jul 13, 2019	General ClassificationGraph Classification	CodeCode Available	0
Multiscale Principle of Relevant Information for Hyperspectral Image Classification	Jul 13, 2019	ClassificationDimensionality Reduction	CodeCode Available	0
A Relational Memory-based Embedding Model for Triple Classification and Search Personalization	Jul 13, 2019	DecoderGeneral Classification	CodeCode Available	0
Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification	Jul 12, 2019	ClassificationGeneral Classification	—Unverified	0
AVD: Adversarial Video Distillation	Jul 12, 2019	Activity RecognitionDecoder	—Unverified	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