General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6851–6875 of 14581 papers

Title	Date	Tasks	Status	Hype
An Analysis of the Accuracy of the P300 BCI	Dec 11, 2018	Brain Computer InterfaceGeneral Classification	—Unverified	0
Classification of Cervical Cancer Dataset	Dec 11, 2018	ClassificationDimensionality Reduction	—Unverified	0
ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features	Dec 11, 2018	ClassificationGeneral Classification	—Unverified	0
Channel selection using Gumbel Softmax	Dec 11, 2018	channel selectionClassification	CodeCode Available	0
DCASE 2018 Challenge: Solution for Task 5	Dec 11, 2018	Ensemble LearningGeneral Classification	—Unverified	0
Classification-Reconstruction Learning for Open-Set Recognition	Dec 11, 2018	ClassificationGeneral Classification	CodeCode Available	0
Rotation Invariant Descriptors for Galaxy Morphological Classification	Dec 11, 2018	Binary ClassificationClassification	—Unverified	0
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video	Dec 11, 2018	Abnormal Event Detection In VideoAnomaly Detection	CodeCode Available	0
Reproduction Report on "Learn to Pay Attention"	Dec 11, 2018	General Classificationimage-classification	CodeCode Available	0
Adversarial Framing for Image and Video Classification	Dec 11, 2018	ClassificationGeneral Classification	CodeCode Available	0
Layer-Parallel Training of Deep Residual Neural Networks	Dec 11, 2018	General Classificationimage-classification	CodeCode Available	0
Deep Learning with Mixed Supervision for Brain Tumor Segmentation	Dec 10, 2018	Brain Tumor SegmentationDeep Learning	—Unverified	0
Data Fine-tuning	Dec 10, 2018	AttributeEmotion Recognition	—Unverified	0
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions	Dec 10, 2018	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Fast convergence rates of deep neural networks for classification	Dec 10, 2018	ClassificationGeneral Classification	—Unverified	0
Automatic Classification of Knee Rehabilitation Exercises Using a Single Inertial Sensor: a Case Study	Dec 10, 2018	General Classification	—Unverified	0
SlowFast Networks for Video Recognition	Dec 10, 2018	Action ClassificationAction Detection	CodeCode Available	1
Learning Representations of Sets through Optimized Permutations	Dec 10, 2018	General ClassificationQuestion Answering	CodeCode Available	0
LICIC: Less Important Components for Imbalanced Multiclass Classification	Dec 9, 2018	ClassificationGeneral Classification	CodeCode Available	0
Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review	Dec 9, 2018	Deep LearningGeneral Classification	—Unverified	0
Skin Disease Classification versus Skin Lesion Characterization: Achieving Robust Diagnosis using Multi-label Deep Neural Networks	Dec 9, 2018	General Classification	—Unverified	0
A Deep Multi-task Learning Approach to Skin Lesion Classification	Dec 9, 2018	ClassificationGeneral Classification	—Unverified	0
Feature Denoising for Improving Adversarial Robustness	Dec 9, 2018	Adversarial DefenseAdversarial Robustness	CodeCode Available	0
Deep-Net: Deep Neural Network for Cyber Security Use Cases	Dec 9, 2018	Fraud DetectionGeneral Classification	CodeCode Available	0
Variational Saccading: Efficient Inference for Large Resolution Images	Dec 8, 2018	General Classificationimage-classification	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