SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 11476–11500 of 14581 papers

TitleStatusHype
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding—0
Improving Minor Opinion Polarity Classification with Named Entity Analysis (L'apport des Entit\'es Nomm\'ees pour la classification des opinions minoritaires) [in French]—0
Improving Multi-Document Summarization via Text Classification—0
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network—0
Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge—0
HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network—0
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes—0
Improving P300 Speller performance by means of optimization and machine learning—0
Improving Patent Mining and Relevance Classification using Transformers—0
Improving performance and inference on audio classification tasks using capsule networks—0
Improving Performance of a Group of Classification Algorithms Using Resampling and Feature Selection—0
Improving performance of heart rate time series classification by grouping subjects—0
Improving Performance of Self-Organising Maps with Distance Metric Learning Method—0
Improving Persian Document Classification Using Semantic Relations between Words—0
Improving Prostate Cancer Detection with Breast Histopathology Images—0
Improving PSO Global Method for Feature Selection According to Iterations Global Search and Chaotic Theory—0
Improving Question Classification by Feature Extraction and Selection—0
CRUDE: Calibrating Regression Uncertainty Distributions Empirically—0
Improving Relation Classification by Entity Pair Graph—0
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification—0
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification—0
Improving Sentiment Analysis in Arabic Using Word Representation—0
Improving Skin Condition Classification with a Question Answering Model—0
Improving Skin Condition Classification with a Visual Symptom Checker Trained using Reinforcement Learning—0
Improving Sparse Representation-Based Classification Using Local Principal Component Analysis—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