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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3751–3800 of 14581 papers

TitleStatusHype
Features or Shape? Tackling the False Dichotomy of Time Series Classification—0
Random CapsNet Forest Model for Imbalanced Malware Type Classification Task—0
A Fair Comparison of Graph Neural Networks for Graph ClassificationCode1
Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data—0
The State of Knowledge Distillation for ClassificationCode0
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout ClassificationCode0
Triple Generative Adversarial NetworksCode0
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones ClassificationCode1
Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review—0
A Framework for Explainable Text Classification in Legal Document Review—0
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines—0
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AICode0
FIBS: A Generic Framework for Classifying Interval-based Temporal Sequences—0
n-ML: Mitigating Adversarial Examples via Ensembles of Topologically Manipulated Classifiers—0
Causal statistical modeling and calculation of distribution functions of classification features—0
Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection—0
An End-to-End Dialogue State Tracking System with Machine Reading Comprehension and Wide & Deep Classification—0
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary TasksCode0
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation—0
Expanding Label Sets for Graph Convolutional Networks—0
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification—0
Comparison of Classification Methods for Very High-Dimensional Data in Sparse Random Projection Representation—0
Feature engineering workflow for activity recognition from synchronized inertial measurement unitsCode0
Semantic Regularization: Improve Few-shot Image Classification by Reducing Meta Shift—0
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline—0
Bayesian Topological Learning for Brain State Classification—0
A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning—0
Radar Classification of Contiguous Activities of Daily Living—0
Open Set Authorship Attribution toward Demystifying Victorian PeriodicalsCode0
Kernel-Based Ensemble Learning in PythonCode0
Collaborative representation-based robust face recognition by discriminative low-rank representation—0
Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape SpaceCode0
Embedded Constrained Feature Construction for High-Energy Physics Data Classification—0
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification—0
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term ExtractionCode2
Evaluating Usage of Images for App Classification—0
Deep Learning for Cardiologist-level Myocardial Infarction Detection in ElectrocardiogramsCode0
Continuous Speech Recognition using EEG and Video—0
Zoom in to where it matters: a hierarchical graph based model for mammogram analysis—0
Transductive Zero-Shot Learning for 3D Point Cloud ClassificationCode1
On the Explanation of Machine Learning Predictions in Clinical Gait AnalysisCode0
Data augmentation approaches for improving animal audio classification—0
A novel spike-and-wave automatic detection in EEG signals—0
Joint Learning of Generative Translator and Classifier for Visually Similar Classes—0
Long-length Legal Document Classification—0
Environmental Sound Classification with Parallel Temporal-spectral Attention—0
Towards Robust Toxic Content ClassificationCode0
Deep-learning-based classification and retrieval of components of a process plant from segmented point clouds—0
Laguerre-Gauss Preprocessing: Line Profiles as Image Features for Aerial Images ClassificationCode0
Systematic Misestimation of Machine Learning Performance in Neuroimaging Studies of DepressionCode0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

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