General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1976–2000 of 14581 papers

Title	Date	Tasks	Status	Score
IITK@LCP at SemEval 2021 Task 1: Classification for Lexical Complexity Regression Task	Apr 2, 2021	General ClassificationLexical Complexity Prediction	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Attentive Recurrent Comparators	Mar 2, 2017	General ClassificationOne-Shot Learning	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress	Jul 26, 2019	Data AugmentationGeneral Classification	CodeCode Available	5
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function	Jun 18, 2020	General Classificationimage-classification	CodeCode Available	5
A Consistent Diffusion-Based Algorithm for Semi-Supervised Classification on Graphs	Aug 27, 2020	General Classification	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning with a Rethinking Structure for Multi-label Classification	Feb 5, 2018	ClassificationDeep Learning	CodeCode Available	5
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoost	Aug 5, 2019	Binary ClassificationClassification	CodeCode Available	5
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification	Jan 21, 2019	General Classificationimage-classification	CodeCode Available	5
Implicit Generation and Generalization in Energy-Based Models	Mar 20, 2019	General ClassificationImage Reconstruction	CodeCode Available	5
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning	Apr 16, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	5
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings	Jan 22, 2019	General ClassificationSemi-Supervised Text Classification	CodeCode Available	5
Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift	Feb 25, 2020	ClassificationDiversity	CodeCode Available	5
Improvement of Classification in One-Stage Detector	Nov 20, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Improving Back-Propagation by Adding an Adversarial Gradient	Oct 14, 2015	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General Classification	CodeCode Available	5
AMF: Aggregated Mondrian Forests for Online Learning	Jun 25, 2019	General ClassificationMulti-class Classification	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	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