List your company
ResearchFormerly WizWand

Prototype Selection on Aggregate of multiple datasets (per-fold instances)

34Top-1% AccuracyKMeans
-0.6328.35917.3526.341Nov 6, 2025
Updated 5mo ago

Evaluation results

MethodLinks
KMeansDownstream Classifier=Lin. SVM2025.113458
KMeansDownstream Classifier=MLP2025.113054.7
CNNDownstream Classifier=Lin. SVM2025.1128.748
KMeansDownstream Classifier=1-NN2025.1126.764.7
SPOTGreedyDownstream Classifier=RF2025.1126.740
SPOTGreedyDownstream Classifier=MLP2025.1125.350.7
SPOTGreedyDownstream Classifier=Lin. SVM2025.1124.748
SPOTGreedyDownstream Classifier=1-NN2025.1122.740.7
CNNDownstream Classifier=1-NN2025.1121.355.3
DROP3Downstream Classifier=Lin. SVM2025.112042
CNNDownstream Classifier=MLP2025.1119.355.3
KMeansDownstream Classifier=3-NN2025.1119.340
SPOTGreedyDownstream Classifier=3-NN2025.1119.341.3
IB3Downstream Classifier=MLP2025.1118.742.7
TPSDownstream Classifier=Lin. SVM2025.1118.734
SPOTGreedyDownstream Classifier=5-NN2025.111838
IB3Downstream Classifier=Lin. SVM2025.1117.329.3
CNNDownstream Classifier=RF2025.1116.753.3
BoundaryTPSDownstream Classifier=Lin. SVM2025.1116.722.7
KMeansDownstream Classifier=5-NN2025.111640
CNNDownstream Classifier=3-NN2025.1115.350.7
DROP3Downstream Classifier=5-NN2025.1114.756.7
KMeansDownstream Classifier=RF2025.1114.740
DROP3Downstream Classifier=MLP2025.111429.3
CNNDownstream Classifier=5-NN2025.1113.350
TPSDownstream Classifier=RF2025.1112.720.7
ICFDownstream Classifier=MLP2025.111222
DROP3Downstream Classifier=3-NN2025.1111.340
TPSDownstream Classifier=3-NN2025.1111.330
BoundaryTPSDownstream Classifier=RF2025.1111.318
ICFDownstream Classifier=Lin. SVM2025.1111.320
ICFDownstream Classifier=RF2025.1111.328.7
DROP3Downstream Classifier=1-NN2025.1110.730
IB3Downstream Classifier=RF2025.119.332.7
TPSDownstream Classifier=MLP2025.119.316
DROP3Downstream Classifier=RF2025.118.732
TPSDownstream Classifier=5-NN2025.118.728.7
BoundaryTPSDownstream Classifier=3-NN2025.118.720.7
BoundaryTPSDownstream Classifier=MLP2025.118.716
TPSDownstream Classifier=1-NN2025.117.324.7
BoundaryTPSDownstream Classifier=5-NN2025.117.318
BoundaryTPSDownstream Classifier=1-NN2025.116.714.7
ICFDownstream Classifier=1-NN2025.116.711.3
CNN+ENNDownstream Classifier=MLP2025.116.710
ICFDownstream Classifier=3-NN2025.1169.3
IB3Downstream Classifier=1-NN2025.114.724
ICFDownstream Classifier=5-NN2025.114.76.7
IB3Downstream Classifier=3-NN2025.11418.7
IB3Downstream Classifier=5-NN2025.11417.3
CNN+ENNDownstream Classifier=Lin. SVM2025.11410.7
CNN+ENNDownstream Classifier=3-NN2025.113.37.3
CNN+ENNDownstream Classifier=1-NN2025.112.76.7
CNN+ENNDownstream Classifier=RF2025.111.34.7
CNN+ENNDownstream Classifier=5-NN2025.110.73.3