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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5601–5650 of 14581 papers

TitleStatusHype
Robust Mahalanobis Metric Learning via Geometric Approximation Algorithms—0
Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs—0
Model Validation Using Mutated Training Labels: An Exploratory Study—0
Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional NetworksCode0
Learning Surrogate Losses—0
Optimizing Shallow Networks for Binary Classification—0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar—0
forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction—0
Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems—0
Revisiting Graph Neural Networks: All We Have is Low-Pass FiltersCode0
Meta-GNN: On Few-shot Node Classification in Graph Meta-learningCode0
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data AugmentationCode0
Variational Prototype Replays for Continual LearningCode0
Tucker Decomposition Network: Expressive Power and Comparison—0
Leveraging Uncertainty in Deep Learning for Selective Classification—0
Binary Classification with Bounded Abstention Rate—0
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese—0
GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus—0
A Direct Approach to Robust Deep Learning Using Adversarial NetworksCode0
Augmenting Data with Mixup for Sentence Classification: An Empirical StudyCode0
Data-Efficient Image Recognition with Contrastive Predictive CodingCode0
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis—0
EEG Classification by factoring in Sensor Configuration—0
Generative Imputation and Stochastic PredictionCode1
Multi-Task Kernel Null-Space for One-Class Classification—0
Segmentation-Aware Hyperspectral Image Classification—0
Robust Motion Segmentation from Pairwise MatchesCode0
Mutual Information Maximization in Graph Neural NetworksCode0
Recurring Concept Meta-learning for Evolving Data Streams—0
Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI)—0
Geometry of Deep Convolutional Networks—0
A Two-stage Classification Method for High-dimensional Data and Point Clouds—0
Enriching Pre-trained Language Model with Entity Information for Relation ClassificationCode0
A comprehensive, application-oriented study of catastrophic forgetting in DNNsCode0
Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images—0
Testing DNN Image Classifiers for Confusion & Bias ErrorsCode0
Transmitter Classification With Supervised Deep Learning—0
Target Based Speech Act Classification in Political Campaign TextCode0
A Novel Chaos Theory Inspired Neuronal ArchitectureCode0
Human Vocal Sentiment Analysis—0
An Online Stochastic Kernel Machine for Robust Signal Classification—0
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media StreamsCode0
Gradient tree boosting with random output projections for multi-label classification and multi-output regression—0
RaFM: Rank-Aware Factorization MachinesCode0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
Alpha MAML: Adaptive Model-Agnostic Meta-Learning—0
AutoDispNet: Improving Disparity Estimation With AutoMLCode0
Dance Hit Song Prediction—0
Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification—0
Comparison of Machine Learning Models in Food Authentication Studies—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified