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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2551–2560 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Deep Gamblers: Learning to Abstain with Portfolio Theory	Jun 29, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection	Nov 23, 2018	BenchmarkingCervical Nucleus Detection	CodeCode Available	0	5
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms	May 24, 2018	Document ClassificationGeneral Classification	CodeCode Available	0	5
Emotion Action Detection and Emotion Inference: the Task and Dataset	Mar 16, 2019	Action DetectionEmotion Classification	CodeCode Available	0	5
Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia	Feb 12, 2021	ClassificationGeneral Classification	CodeCode Available	0	5
Emotion Recognition from Speech	Dec 22, 2019	Emotion ClassificationEmotion Recognition	CodeCode Available	0	5
EmoTxt: A Toolkit for Emotion Recognition from Text	Aug 13, 2017	Emotion ClassificationEmotion Recognition	CodeCode Available	0	5
Calibrated Top-1 Uncertainty estimates for classification by score based models	Mar 21, 2019	General ClassificationImage Classification	CodeCode Available	0	5
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification	Dec 18, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	0	5

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XBNET	Accuracy	100	—	Unverified
2	MONT3	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified