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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13301–13350 of 14581 papers

TitleStatusHype
Correlation of Data Reconstruction Error and Shrinkages in Pair-wise Distances under Principal Component Analysis (PCA)—0
Visualizing and Comparing Convolutional Neural Networks—0
Deep metric learning using Triplet networkCode1
Automatic Discovery and Optimization of Parts for Image Classification—0
Discovering Hidden Factors of Variation in Deep NetworksCode0
Scoring and Classifying with Gated Auto-encoders—0
Gradual training of deep denoising auto encoders—0
Empirically Estimable Classification Bounds Based on a New Divergence Measure—0
Algorithmic Robustness for Learning via (ε, γ, τ)-Good Similarity Functions—0
Speeding-up Convolutional Neural Networks Using Fine-tuned CP-DecompositionCode0
N-gram-Based Low-Dimensional Representation for Document Classification—0
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm—0
Compressing Deep Convolutional Networks using Vector Quantization—0
Generative Deep Deconvolutional Learning—0
Decomposition-Based Domain Adaptation for Real-World Font Recognition—0
Data Representation using the Weyl Transform—0
Unsupervised Learning of Spatiotemporally Coherent Metrics—0
Feature extraction from complex networks: A case of study in genomic sequences classification—0
Deep Learning for Multi-label Classification—0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie ReviewsCode0
Max-Margin based Discriminative Feature Learning—0
Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification—0
CITlab ARGUS for historical data tables—0
Domain-Adversarial Neural NetworksCode0
A Framework for Shape Analysis via Hilbert Space Embedding—0
An Evaluation of Support Vector Machines as a Pattern Recognition Tool—0
Optimizing Over Radial Kernels on Compact Manifolds—0
CITlab ARGUS for historical handwritten documents—0
Road Detection by One-Class Color Classification: Dataset and Experiments—0
Object-centric Sampling for Fine-grained Image Classification—0
Real-Time Grasp Detection Using Convolutional Neural NetworksCode1
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models—0
Actions and Attributes from Wholes and Parts—0
HyperSpectral classification with adaptively weighted L1-norm regularization and spatial postprocessing—0
Consistent optimization of AMS by logistic loss minimization—0
Image Data Compression for Covariance and Histogram Descriptors—0
Semantic HMC for Big Data Analysis—0
Covariance estimation using conjugate gradient for 3D classification in Cryo-EM—0
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
An Analysis of Radicals-based Features in Subjectivity Classification on Simplified Chinese Sentences—0
Sentiment Lexicon Interpolation and Polarity Estimation of Objective and Out-Of-Vocabulary Words to Improve Sentiment Classification on Microblogging—0
Multiobjective Optimization and Unsupervised Lexical Acquisition for Named Entity Recognition and Classification—0
Bundeli Folk-Song Genre Classification with kNN and SVM—0
Extended and Unscented Gaussian Processes—0
Latent Support Measure Machines for Bag-of-Words Data Classification—0
Discriminative Metric Learning by Neighborhood Gerrymandering—0
Fast Prediction for Large-Scale Kernel Machines—0
General Stochastic Networks for Classification—0
Large-Margin Convex Polytope Machine—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