General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3376–3400 of 14581 papers

Title	Date	Tasks	Status	Score
Automatic crack classification by exploiting statistical event descriptors for Deep Learning	Jul 24, 2019	General ClassificationStructural Health Monitoring	CodeCode Available	5
PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex Domain	Sep 24, 2019	ClassificationGeneral Classification	CodeCode Available	5
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification	Jan 26, 2021	ClassificationDocument Classification	CodeCode Available	5
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data	Nov 6, 2017	ClassificationGeneral Classification	CodeCode Available	5
Polyth-Net: Classification of Polythene Bags for Garbage Segregation Using Deep Learning	Aug 12, 2020	General Classification	CodeCode Available	5
Decoupling Localization and Classification in Single Shot Temporal Action Detection	Apr 16, 2019	Action DetectionClassification	CodeCode Available	5
Potential Anchoring for imbalanced data classification	Apr 17, 2021	ClassificationGeneral Classification	CodeCode Available	5
Practical Text Classification With Large Pre-Trained Language Models	Dec 4, 2018	ClassificationEmotion Classification	CodeCode Available	5
Precision and Recall for Time Series	Mar 8, 2018	Anomaly DetectionGeneral Classification	CodeCode Available	5
Predicting Movie Genres Based on Plot Summaries	Jan 15, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities	Nov 1, 2018	General Classificationregression	CodeCode Available	5
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks	Aug 11, 2020	ClassificationEEG	CodeCode Available	5
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection	Oct 5, 2018	ClassificationGeneral Classification	CodeCode Available	5
Pretrained Language Models for Sequential Sentence Classification	Sep 9, 2019	ClassificationGeneral Classification	CodeCode Available	5
DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color Image	Nov 2, 2019	General Classification	CodeCode Available	5
DeepCorrect: Correcting DNN models against Image Distortions	May 5, 2017	ClassificationGeneral Classification	CodeCode Available	5
DCTNet and PCANet for acoustic signal feature extraction	Apr 28, 2016	ClassificationGeneral Classification	CodeCode Available	5
Probability Series Expansion Classifier that is Interpretable by Design	Oct 27, 2017	General Classification	CodeCode Available	5
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion	Jun 1, 2019	General Classificationregression	CodeCode Available	5
Dataset: Rare Event Classification in Multivariate Time Series	Sep 27, 2018	ClassificationGeneral Classification	CodeCode Available	5
DCFNet: Deep Neural Network with Decomposed Convolutional Filters	Feb 12, 2018	General Classificationimage-classification	CodeCode Available	5
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles	Apr 26, 2018	Ensemble LearningGeneral Classification	CodeCode Available	5
Projective Latent Interventions for Understanding and Fine-tuning Classifiers	Jun 23, 2020	General Classification	CodeCode Available	5
Causality-based Counterfactual Explanation for Classification Models	May 3, 2021	Classificationcounterfactual	CodeCode Available	5
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets	Jun 10, 2019	Cloud ComputingClustering	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