MLcomp is a free website for objectively comparing machine learning
programs across various datasets for multiple problem domains.
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Do a comprehensive evaluation of your new algorithm.
Upload your program and run it on existing datasets. Compare the results with those obtained by other programs.
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Find the best algorithm (program) for your dataset.
Upload your dataset and run existing programs on it to see which one works best.
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MLcomp snapshot
Recent programs (all domains)
1-5 of 284 >
| Name | User | Created | Disk usage | #runs | Status | Rating | Task type |
|---|---|---|---|---|---|---|---|
| logistic-regression-lbfgs | pliang | 18h59m ago | 706K | 284 | checked | 49 | MulticlassClassification |
| sgd-logistic-stepsize1-iter5 | pliang | 2d2h ago | 692K | 282 | checked | 45 | MulticlassClassification |
| sgd-logistic-stepsizeAdaGrad-iter5 | pliang | 2d2h ago | 692K | 282 | checked | 36 | MulticlassClassification |
| sgd-perceptron-stepsize0.5-iter5 | pliang | 2d2h ago | 692K | 282 | checked | 51 | MulticlassClassification |
| sgd-perceptron-stepsize0-iter5 | pliang | 2d2h ago | 692K | 282 | checked | 49 | MulticlassClassification |
Recent datasets (all domains)
1-5 of 398 >
| Name | User | Created << | Disk usage | Rating | Format | Status | #runs | Best error | Best program |
|---|---|---|---|---|---|---|---|---|---|
| Prova2 | Lefteye | 5h51m ago | 396B | OnlineLearningMulticlass | processed | 0 | |||
| qqq-1 | drcheng | 1d20h ago | 4M | 15 | BinaryClassification | processed | 19 | 0.335 | svmlight-rbf |
| ralign-random | pliang | 2d14h ago | 478K | 75 | BinaryClassification | processed | 106 | 0.088 | ThresholdSelector_weka_nominal |
| ralign | pliang | 2d21h ago | 37M | 156 | BinaryClassification | processed | 23 | 0.007 | RotationForest_weka_nominal |
| test_historyMulti1 | bnp2 | 7d19h ago | 220M | 20 | MulticlassClassification | processed | 18 | 0.230 | bonzaiboost-n200-d2 |
Recent runs (all domains)
1-5 of 16064 >
| ID | Program | Dataset | Tuned hyper. | User | Updated << | Status | Total time | Memory | Error |
|---|---|---|---|---|---|---|---|---|---|
| Run #25321 | logistic-regression-lbfgs | arabic | no | internal | 12h28m ago | failed | 5h0m | 1146M | |
| Run #25285 | logistic-regression-lbfgs | Yahoo Search Suggestions Network Data | no | internal | 12h43m ago | failed | 5h0m | 1166M | |
| Run #25284 | logistic-regression-lbfgs | NHS Male Adult Network Trace | no | internal | 12h44m ago | failed | 5h0m | 1166M | |
| Run #25083 | logistic-regression-lbfgs | isolet | no | internal | 16h51m ago | done | 1h43m | 1147M | 0.055 |
| Run #25250 | logistic-regression-lbfgs | Synthetic 50% Density, Large, Many Labels | no | internal | 16h53m ago | done | 1h6m | 1146M | 0.568 |


