SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 9451–9500 of 14581 papers

TitleStatusHype
Mathematics of Deep Learning—0
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations—0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
3D Object Classification via Spherical Projections—0
Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks—0
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise—0
Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes—0
A Novel Way of Identifying Cyber Predators—0
Identifying the Mislabeled Training Samples of ECG Signals using Machine Learning—0
Training Ensembles to Detect Adversarial ExamplesCode0
The Effectiveness of Data Augmentation for Detection of Gastrointestinal Diseases from Endoscopical Images—0
Generalized Zero-Shot Learning via Synthesized Examples—0
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image ClassificationCode0
Gradient Normalization & Depth Based Decay For Deep Learning—0
Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent—0
Aspect Extraction and Sentiment Classification of Mobile Apps using App-Store Reviews—0
Basic Thresholding Classification—0
Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning—0
Blind Multiclass Ensemble Classification—0
Representations of Sound in Deep Learning of Audio Features from Music—0
Semi-Supervised Learning with IPM-based GANs: an Empirical Study—0
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing—0
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing—0
A Scalable Deep Neural Network Architecture for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi FingerprintingCode0
Distribution-Based Categorization of Classifier Transfer Learning—0
Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers—0
Automatic Segmentation and Overall Survival Prediction in Gliomas using Fully Convolutional Neural Network and Texture Analysis—0
Named Entity Sequence Classification—0
S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems—0
Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks—0
Joint 3D Proposal Generation and Object Detection from View AggregationCode0
CNN training with graph-based sample preselection: application to handwritten character recognition—0
Regularization and feature selection for large dimensional data—0
Generative Adversarial PerturbationsCode0
Human activity recognition from mobile inertial sensors using recurrence plots—0
Co-domain Embedding using Deep Quadruplet Networks for Unseen Traffic Sign Recognition—0
Sequence Mining and Pattern Analysis in Drilling Reports with Deep Natural Language Processing—0
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep LearningCode0
What's in my closet?: Image classification using fuzzy logic—0
Recognizing Gender from Human Facial Regions using Genetic Algorithm—0
R-FCN-3000 at 30fps: Decoupling Detection and ClassificationCode2
Successive Embedding and Classification Loss for Aerial Image ClassificationCode0
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding NetworksCode0
Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals—0
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures—0
Object Classification using Ensemble of Local and Deep Features—0
Topics and Label Propagation: Best of Both Worlds for Weakly Supervised Text Classification—0
Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection—0
Leaf Identification Using a Deep Convolutional Neural Network—0
Stochastic Maximum Likelihood Optimization via Hypernetworks—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
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