General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4076–4100 of 14581 papers

Title	Date	Tasks	Status
TRADI: Tracking deep neural network weight distributions for uncertainty estimation	Dec 24, 2019	Computational EfficiencyGeneral Classification	—Unverified
Deep Manifold Embedding for Hyperspectral Image Classification	Dec 24, 2019	ClassificationClustering	CodeCode Available
Simultaneous Identification of Tweet Purpose and Position	Dec 24, 2019	ClassificationGeneral Classification	—Unverified
Online Algorithms for Multiclass Classification using Partial Labels	Dec 24, 2019	AvgClassification	—Unverified
Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural Network	Dec 24, 2019	ClassificationGeneral Classification	CodeCode Available
Broad Learning System Based on Maximum Correntropy Criterion	Dec 24, 2019	General ClassificationIncremental Learning	—Unverified
Siamese Networks for Large-Scale Author Identification	Dec 23, 2019	Authorship AttributionClassification	—Unverified
Acoustic Scene Analysis using Analog Spiking Neural Network	Dec 23, 2019	ClassificationGeneral Classification	—Unverified
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC)	Dec 23, 2019	ClassificationGeneral Classification	—Unverified
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation	Dec 23, 2019	3D Point Cloud ClassificationClassification	CodeCode Available
TextNAS: A Neural Architecture Search Space tailored for Text Representation	Dec 23, 2019	General ClassificationNatural Language Inference	—Unverified
White Noise Analysis of Neural Networks	Dec 23, 2019	General Classification	CodeCode Available
Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching	Dec 22, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Black Box Algorithm Selection by Convolutional Neural Network	Dec 22, 2019	ClassificationGeneral Classification	—Unverified
A Deep Neuro-Fuzzy Network for Image Classification	Dec 22, 2019	ClassificationGeneral Classification	CodeCode Available
Learning to Impute: A General Framework for Semi-supervised Learning	Dec 22, 2019	ClassificationFacial Landmark Detection	CodeCode Available
Emotion Recognition from Speech	Dec 22, 2019	Emotion ClassificationEmotion Recognition	CodeCode Available
iPromoter-BnCNN: a Novel Branched CNN Based Predictor for Identifying and Classifying Sigma Promoters	Dec 21, 2019	General Classification	—Unverified
Evaluating the Effectiveness of Margin Parameter when Learning Knowledge Embedding Representation for Domain-specific Multi-relational Categorized Data	Dec 21, 2019	General ClassificationLink Prediction	CodeCode Available
Bandit Multiclass Linear Classification for the Group Linear Separable Case	Dec 21, 2019	ClassificationGeneral Classification	—Unverified
A Deep Learning Model for Chilean Bills Classification	Dec 21, 2019	ClassificationData Augmentation	CodeCode Available
Triple Generative Adversarial Networks	Dec 20, 2019	ClassificationConditional Image Generation	CodeCode Available
Random CapsNet Forest Model for Imbalanced Malware Type Classification Task	Dec 20, 2019	ClassificationDeep Learning	—Unverified
Features or Shape? Tackling the False Dichotomy of Time Series Classification	Dec 20, 2019	ClassificationGeneral Classification	—Unverified
Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data	Dec 20, 2019	Deep Reinforcement Learningfeature selection	—Unverified

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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