General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3701–3725 of 14581 papers

Title	Date	Tasks	Status	Score
Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification	Mar 14, 2019	ClassificationGeneral Classification	CodeCode Available	5
Data augmentation using synthetic data for time series classification with deep residual networks	Aug 7, 2018	Data AugmentationDynamic Time Warping	CodeCode Available	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction	Jan 9, 2020	ClusteringDimensionality Reduction	CodeCode Available	5
A Multilabel Classification Framework for Approximate Nearest Neighbor Search	Oct 18, 2019	ClassificationGeneral Classification	CodeCode Available	5
Data Distillation for Text Classification	Apr 17, 2021	ClassificationGeneral Classification	CodeCode Available	5
Supervised Learning with Quantum-Inspired Tensor Networks	May 18, 2016	General ClassificationTensor Networks	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
A Surprising Linear Relationship Predicts Test Performance in Deep Networks	Jul 25, 2018	General ClassificationGeneralization Bounds	CodeCode Available	5
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification	Jan 12, 2021	ClassificationGeneral Classification	CodeCode Available	5
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
DANet: Divergent Activation for Weakly Supervised Object Localization	Oct 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks	Feb 20, 2017	ClassificationGeneral Classification	CodeCode Available	5
Contrastive Explanations with Local Foil Trees	Jun 19, 2018	Explainable Artificial Intelligence (XAI)General Classification	CodeCode Available	5
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images	Jul 13, 2022	General ClassificationMedical Image Segmentation	CodeCode Available	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
DCTNet and PCANet for acoustic signal feature extraction	Apr 28, 2016	ClassificationGeneral Classification	CodeCode Available	5
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation	Dec 1, 2018	CPUGeneral Classification	CodeCode Available	5
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	5
Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification	Mar 1, 2015	ClassificationGeneral Classification	CodeCode Available	5
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification	Apr 11, 2017	document-image-classificationDocument Image Classification	CodeCode Available	5
Tabular Data: Deep Learning is Not All You Need	Jun 6, 2021	AllAutoML	CodeCode Available	5
CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016	Aug 2, 2016	General ClassificationVideo Classification	CodeCode Available	5
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits	Feb 4, 2014	General ClassificationMulti-Armed Bandits	CodeCode Available	5
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	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