SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 9551–9600 of 14581 papers

TitleStatusHype
Learning Fixation Point Strategy for Object Detection and Classification—0
Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study—0
Y-net: 3D intracranial artery segmentation using a convolutional autoencoder—0
When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time—0
MEBoost: Mixing Estimators with Boosting for Imbalanced Data Classification—0
A Shapelet Transform for Multivariate Time Series Classification—0
Detecting Hate Speech in Social MediaCode0
Automatic Classification of Functional Gait Disorders—0
DeepNorm-A Deep Learning Approach to Text Normalization—0
Towards a science of human stories: using sentiment analysis and emotional arcs to understand the building blocks of complex social systems—0
Super-sparse Learning in Similarity Spaces—0
Mitigating Asymmetric Nonlinear Weight Update Effects in Hardware Neural Network based on Analog Resistive Synapse—0
Train Once, Test Anywhere: Zero-Shot Learning for Text ClassificationCode0
Lightweight Neural Networks—0
Reducing Deep Network Complexity via Sparse Hierarchical Fourier Interaction Networks—0
Pre-training Attention Mechanisms—0
Automated Image Analysis Framework for the High-Throughput Determination of Grapevine Berry Sizes Using Conditional Random Fields—0
Graph-Sparse Logistic RegressionCode0
A Novel Approach for Effective Learning in Low Resourced Scenarios—0
Learning when to skim and when to read—0
BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition—0
Adaptive kNN using Expected Accuracy for Classification of Geo-Spatial Data—0
Rate of Change Analysis for Interestingness Measures—0
Mathematics of Deep Learning—0
Over the Air Deep Learning Based Radio Signal ClassificationCode0
The Effectiveness of Data Augmentation in Image Classification using Deep LearningCode0
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video ClassificationCode0
Exponential convergence of testing error for stochastic gradient methods—0
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data—0
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations—0
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image ClassificationCode0
Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks—0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
3D Object Classification via Spherical Projections—0
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise—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
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
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image ClassificationCode0
Gradient Normalization & Depth Based Decay For Deep Learning—0
Aspect Extraction and Sentiment Classification of Mobile Apps using App-Store Reviews—0
Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent—0
Blind Multiclass Ensemble Classification—0
Basic Thresholding Classification—0
Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning—0
Representations of Sound in Deep Learning of Audio Features from Music—0
Semi-Supervised Learning with IPM-based GANs: an Empirical Study—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