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ResearchFormerly WizWand

Prototype Selection on Real-world datasets aggregated (test)

1.93Average RankKMeans
1.68323.34915.0156.6809Nov 6, 2025
Updated 5mo ago

Evaluation results

MethodLinks
KMeansClassifier=1-NN2025.111.93
DROP3Classifier=5-NN2025.112.33
KMeansClassifier=MLP2025.112.6
KMeansClassifier=Lin. SVM2025.112.77
CNNClassifier=1-NN2025.113
CNNClassifier=MLP2025.113
SPOTGreedyClassifier=1-NN2025.113.07
DROP3Classifier=3-NN2025.113.13
CNNClassifier=RF2025.113.2
SPOTGreedyClassifier=3-NN2025.113.2
CNNClassifier=3-NN2025.113.33
CNNClassifier=Lin. SVM2025.113.4
KMeansClassifier=3-NN2025.113.53
KMeansClassifier=5-NN2025.113.53
SPOTGreedyClassifier=5-NN2025.113.53
SPOTGreedyClassifier=MLP2025.113.6
SPOTGreedyClassifier=RF2025.113.67
CNNClassifier=5-NN2025.113.8
SPOTGreedyClassifier=Lin. SVM2025.114.07
DROP3Classifier=RF2025.114.07
DROP3Classifier=Lin. SVM2025.114.13
KMeansClassifier=RF2025.114.27
DROP3Classifier=1-NN2025.114.33
IB3Classifier=MLP2025.114.5
TPS (focal)Classifier=3-NN2025.114.53
TPS (focal)Classifier=5-NN2025.114.53
ICFClassifier=RF2025.114.8
TPS (focal)Classifier=Lin. SVM2025.115.3
BoundaryTPSClassifier=5-NN2025.115.33
DROP3Classifier=MLP2025.115.4
IB3Classifier=RF2025.115.4
TPS (focal)Classifier=1-NN2025.115.47
TPS (focal)Classifier=RF2025.115.53
ICFClassifier=MLP2025.115.57
IB3Classifier=1-NN2025.115.67
BoundaryTPSClassifier=3-NN2025.115.73
IB3Classifier=Lin. SVM2025.115.83
BoundaryTPSClassifier=Lin. SVM2025.116.03
TPS (focal)Classifier=MLP2025.116.2
BoundaryTPSClassifier=1-NN2025.116.27
IB3Classifier=3-NN2025.116.33
IB3Classifier=5-NN2025.116.37
BoundaryTPSClassifier=RF2025.116.4
ICFClassifier=Lin. SVM2025.116.4
BoundaryTPSClassifier=MLP2025.116.73
CNN+ENNClassifier=Lin. SVM2025.117.07
CNN+ENNClassifier=MLP2025.117.4
ICFClassifier=3-NN2025.117.47
ICFClassifier=5-NN2025.117.47
CNN+ENNClassifier=1-NN2025.117.53
CNN+ENNClassifier=RF2025.117.67
ICFClassifier=1-NN2025.117.73
CNN+ENNClassifier=3-NN2025.117.73
CNN+ENNClassifier=5-NN2025.118.1