General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1901–1925 of 14581 papers

Title	Date	Tasks	Status	Score
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Graph Few-shot Learning via Knowledge Transfer	Oct 7, 2019	Few-Shot LearningGeneral Classification	CodeCode Available	5
A Novel Approach for Image Segmentation based on Histograms computed from Hue-data	Jul 30, 2017	General ClassificationImage Segmentation	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Adaptive Covariate Acquisition for Minimizing Total Cost of Classification	Feb 21, 2020	ClassificationGeneral Classification	CodeCode Available	5
GraphNAS: Graph Neural Architecture Search with Reinforcement Learning	Apr 22, 2019	General ClassificationInductive Learning	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
ATCN: Resource-Efficient Processing of Time Series on Edge	Nov 10, 2020	General ClassificationHeartbeat Classification	CodeCode Available	5
Adversarial Variational Embedding for Robust Semi-supervised Learning	May 7, 2019	General Classification	CodeCode Available	5
Graph Partition Neural Networks for Semi-Supervised Classification	Mar 16, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral 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
Graph topology inference benchmarks for machine learning	Jul 16, 2020	BIG-bench Machine LearningClustering	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	5
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams	May 18, 2019	BIG-bench Machine LearningDepression Detection	CodeCode Available	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	CodeCode Available	5
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics	Mar 7, 2019	BenchmarkingClustering	CodeCode Available	5
Gravitational Clustering	Sep 5, 2015	ClusteringGeneral Classification	CodeCode Available	5
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	5
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks	May 16, 2018	Dialogue Act ClassificationGeneral Classification	CodeCode Available	5
Handwriting Classification for the Analysis of Art-Historical Documents	Nov 4, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images	Sep 20, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	5
A no-regret generalization of hierarchical softmax to extreme multi-label classification	Oct 27, 2018	Extreme Multi-Label 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