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Binary Classification

Papers

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Showing 1801–1850 of 2574 papers

TitleStatusHype
Movie Box office Prediction via Joint Actor Representations and Social Media Sentiment—0
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognitionCode0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
G2D: Generate to Detect Anomaly—0
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19—0
Use of in-the-wild images for anomaly detection in face anti-spoofing—0
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
Analysing Risk of Coronary Heart Disease through Discriminative Neural NetworksCode0
The MCC-F1 curve: a performance evaluation technique for binary classificationCode1
How isotropic kernels perform on simple invariants—0
Signed Graph Metric Learning via Gershgorin Disc Perfect AlignmentCode0
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms—0
Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix CaptureCode0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (but you should do a line-search)Code0
Pairwise Supervision Can Provably Elicit a Decision Boundary—0
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification—0
Is deep learning necessary for simple classification tasks?Code3
Achieving robustness in classification using optimal transport with hinge regularizationCode1
Binary Classification with Classical Instances and Quantum Labels—0
Scalable Partial Explainability in Neural Networks via Flexible Activation Functions—0
MC-BERT: Efficient Language Pre-Training via a Meta ControllerCode1
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences—0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
A Baseline for Shapley Values in MLPs: from Missingness to NeutralityCode0
Unique properties of adversarially trained linear classifiers on Gaussian data—0
Generation of Differentially Private Heterogeneous Electronic Health Records—0
NewB: 200,000+ Sentences for Political Bias DetectionCode0
Experiments on Paraphrase Identification Using Quora Question Pairs Dataset—0
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines—0
On the Equivalence between Online and Private Learnability beyond Binary Classification—0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification—0
Challenge report: Recognizing Families In the Wild Data Challenge—0
Solution Path Algorithm for Twin Multi-class Support Vector MachineCode0
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Counterfactual Detection meets Transfer LearningCode0
Learning to map between ferns with differentiable binary embedding networks—0
Pointwise Paraphrase Appraisal is Potentially Problematic—0
KL-Divergence-Based Region Proposal Network for Object Detection—0
Fair Classification via Unconstrained Optimization—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models—0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning—0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks—0
On Learnability under General Stochastic Processes—0
Evolved Explainable Classifications for Lymph Node Metastases—0
Training conformal predictors—0
Target-Speaker Voice Activity Detection: a Novel Approach for Multi-Speaker Diarization in a Dinner Party Scenario—0
Modularizing Deep Learning via Pairwise Learning With KernelsCode1
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesCode3
Semi-supervised lung nodule retrieval—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified