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Binary Classification

Papers

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Showing 2426–2450 of 2574 papers

TitleStatusHype
Deep learning hierarchical representations for image steganalysis—0
Contour Detection in Unstructured 3D Point Clouds—0
Ordinal Regression With Multiple Output CNN for Age Estimation—0
On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification—0
Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task—0
Affective Lexicon Creation for the Greek Language—0
A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding—0
Scalable Gaussian Processes for Supervised Hashing—0
Reverse Engineering and Symbolic Knowledge Extraction on Łukasiewicz Fuzzy Logics using Linear Neural Networks—0
A generalized flow for multi-class and binary classification tasks: An Azure ML approach—0
A Streaming Algorithm for Crowdsourced Data Classification—0
Minimax Lower Bounds for Realizable Transductive Classification—0
Interactive algorithms: from pool to stream—0
LLSF - Learning Label Specific Features for Multi-Label ClassifcationCode0
Some Experimental Issues in Financial Fraud Detection: An Investigation—0
The Utility of Abstaining in Binary Classification—0
Precision-Recall-Gain Curves: PR Analysis Done RightCode0
Learning a Descriptor-Specific 3D Keypoint Detector—0
Predtron: A Family of Online Algorithms for General Prediction Problems—0
Fast Classification Rates for High-dimensional Gaussian Generative Models—0
Convergence rates of sub-sampled Newton methods—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Learning visual groups from co-occurrences in space and timeCode0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
Handling Class Imbalance in Link Prediction using Learning to Rank Techniques—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