General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4901–4925 of 14581 papers

Title	Date	Tasks	Status	Hype
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification	Jul 25, 2019	Autonomous VehiclesClassification	CodeCode Available	0
Interpretability Beyond Classification Output: Semantic Bottleneck Networks	Jul 25, 2019	ClassificationDimensionality Reduction	—Unverified	0
A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition	Jul 25, 2019	Facial Expression RecognitionFacial Expression Recognition (FER)	—Unverified	0
Convolutional Neural Networks on Randomized Data	Jul 25, 2019	General Classification	—Unverified	0
Hard-Aware Fashion Attribute Classification	Jul 25, 2019	AttributeClassification	—Unverified	0
Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation	Jul 24, 2019	ClassificationGeneral Classification	—Unverified	0
Towards Logical Specification of Statistical Machine Learning	Jul 24, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification	Jul 24, 2019	Data AugmentationGeneral Classification	—Unverified	0
Semi-Supervised Tensor Factorization for Node Classification in Complex Social Networks	Jul 24, 2019	General ClassificationNode Classification	—Unverified	0
Investigating Correlations of Inter-coder Agreement and Machine Annotation Performance for Historical Video Data	Jul 24, 2019	ClassificationGeneral Classification	—Unverified	0
A graphical heuristic for reduction and partitioning of large datasets for scalable supervised training	Jul 24, 2019	ClusteringGeneral Classification	—Unverified	0
Automatic crack classification by exploiting statistical event descriptors for Deep Learning	Jul 24, 2019	General ClassificationStructural Health Monitoring	CodeCode Available	0
Interpretable Classification of Time-Series Data using Efficient Enumerative Techniques	Jul 24, 2019	Autonomous VehiclesClassification	—Unverified	0
Classification from Triplet Comparison Data	Jul 24, 2019	ClassificationGeneral Classification	CodeCode Available	0
Collaborative Filtering and Multi-Label Classification with Matrix Factorization	Jul 23, 2019	ClassificationCollaborative Filtering	—Unverified	0
Automated Discovery and Classification of Training Videos for Career Progression	Jul 23, 2019	General ClassificationNavigate	—Unverified	0
EmotionX-HSU: Adopting Pre-trained BERT for Emotion Classification	Jul 23, 2019	ClassificationEmotion Classification	—Unverified	0
Invertible Network for Classification and Biomarker Selection for ASD	Jul 23, 2019	ClassificationGeneral Classification	CodeCode Available	0
GraphX^NET- Chest X-Ray Classification Under Extreme Minimal Supervision	Jul 23, 2019	ClassificationGeneral Classification	—Unverified	0
Few-shot Learning for Domain-specific Fine-grained Image Classification	Jul 23, 2019	ClassificationFew-Shot Learning	—Unverified	0
Multimodal Age and Gender Classification Using Ear and Profile Face Images	Jul 23, 2019	Age And Gender ClassificationClassification	CodeCode Available	0
Node Attribute Generation on Graphs	Jul 23, 2019	AttributeData Augmentation	CodeCode Available	1
Trading via Image Classification	Jul 23, 2019	ClassificationGeneral Classification	CodeCode Available	0
Data Analysis of Wireless Networks Using Classification Techniques	Jul 22, 2019	ClassificationGeneral Classification	—Unverified	0
Recursion, Probability, Convolution and Classification for Computations	Jul 22, 2019	AttributeClassification	—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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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