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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 3061–3070 of 14581 papers

Title	Date	Tasks	Status	Hype
Deep Face Forgery Detection	Apr 6, 2020	Binary ClassificationClassification	CodeCode Available	0
Field-Level Crop Type Classification with k Nearest Neighbors: A Baseline for a New Kenya Smallholder Dataset	Apr 6, 2020	ClassificationGeneral Classification	—Unverified	0
Forecasting in multivariate irregularly sampled time series with missing values	Apr 6, 2020	General ClassificationIrregular Time Series	—Unverified	0
Deep Learning Based Text Classification: A Comprehensive Review	Apr 6, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning	Apr 6, 2020	DiagnosticGeneral Classification	—Unverified	0
Speaker-change Aware CRF for Dialogue Act Classification	Apr 6, 2020	ClassificationDialogue Act Classification	CodeCode Available	2
On Evaluating the Quality of Rule-Based Classification Systems	Apr 6, 2020	ClassificationGeneral Classification	—Unverified	0
Comment: Entropy Learning for Dynamic Treatment Regimes	Apr 6, 2020	General Classification	—Unverified	0
Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification	Apr 6, 2020	ClassificationGeneral Classification	—Unverified	0
LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data	Apr 6, 2020	ClassificationGeneral Classification	—Unverified	0

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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	MONT3	Accuracy	100	—	Unverified
2	XBNET	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