+-------------------+-------------+-------------------------------+--------------+---------------+----------------+----------+ | problem | technique | aggregation | ml_technique | ensemble_size | training_error | count(*) | +-------------------+-------------+-------------------------------+--------------+---------------+----------------+----------+ | haberman | adaboost | averaging | mlp{30} | 1 | 0.15 | 2760 | | haberman | adaboost | averaging | mlp{30} | 3 | 0.15 | 2760 | | haberman | adaboost | averaging | mlp{30} | 10 | 0.15 | 2760 | | haberman | adaboost | averaging | mlp{30} | 30 | 0.15 | 2760 | | haberman | adaboost | averaging | mlp{30} | 100 | 0.15 | 2760 | | haberman | adaboost | majorityvoting | mlp{30} | 1 | 0.15 | 2720 | | haberman | adaboost | majorityvoting | mlp{30} | 3 | 0.15 | 2720 | | haberman | adaboost | majorityvoting | mlp{30} | 10 | 0.15 | 2720 | | haberman | adaboost | majorityvoting | mlp{30} | 30 | 0.15 | 2720 | | haberman | adaboost | majorityvoting | mlp{30} | 100 | 0.15 | 2720 | | haberman | bagging | averaging | mlp{30} | 1 | 0.15 | 3920 | | haberman | bagging | averaging | mlp{30} | 3 | 0.15 | 3920 | | haberman | bagging | averaging | mlp{30} | 10 | 0.15 | 3920 | | haberman | bagging | averaging | mlp{30} | 30 | 0.15 | 3920 | | haberman | bagging | averaging | mlp{30} | 100 | 0.15 | 3920 | | haberman | bagging | majorityvoting | mlp{30} | 1 | 0.15 | 6040 | | haberman | bagging | majorityvoting | mlp{30} | 3 | 0.15 | 6040 | | haberman | bagging | majorityvoting | mlp{30} | 10 | 0.15 | 6040 | | haberman | bagging | majorityvoting | mlp{30} | 30 | 0.15 | 6040 | | haberman | bagging | majorityvoting | mlp{30} | 100 | 0.15 | 6040 | | haberman | dropout-0.5 | averaging | mlp{30} | 1 | 0.12 | 4820 | | haberman | stacking | metaclassifier-mlp{30}-1.0E-4 | mlp{30} | 1 | 0.15 | 5760 | | haberman | stacking | metaclassifier-mlp{30}-1.0E-4 | mlp{30} | 3 | 0.15 | 5760 | | haberman | stacking | metaclassifier-mlp{30}-1.0E-4 | mlp{30} | 10 | 0.15 | 5760 | | haberman | stacking | metaclassifier-mlp{30}-1.0E-4 | mlp{30} | 30 | 0.15 | 5740 | | haberman | stacking | metaclassifier-mlp{30}-1.0E-4 | mlp{30} | 100 | 0.15 | 5740 | | ionosphere | adaboost | averaging | mlp{30} | 1 | 0.3 | 3560 | | ionosphere | adaboost | averaging | mlp{30} | 3 | 0.3 | 3560 | | ionosphere | adaboost | averaging | mlp{30} | 10 | 0.3 | 3560 | | ionosphere | adaboost | averaging | mlp{30} | 30 | 0.3 | 3560 | | ionosphere | adaboost | averaging | mlp{30} | 100 | 0.3 | 3560 | | ionosphere | adaboost | majorityvoting | mlp{30} | 1 | 0.3 | 3700 | | ionosphere | adaboost | majorityvoting | mlp{30} | 3 | 0.3 | 3700 | | ionosphere | adaboost | majorityvoting | mlp{30} | 10 | 0.3 | 3700 | | ionosphere | adaboost | majorityvoting | mlp{30} | 30 | 0.3 | 3700 | | ionosphere | adaboost | majorityvoting | mlp{30} | 100 | 0.3 | 3700 | | ionosphere | bagging | averaging | mlp{30} | 1 | 0.3 | 5000 | | ionosphere | bagging | averaging | mlp{30} | 3 | 0.3 | 5000 | | ionosphere | bagging | averaging | mlp{30} | 10 | 0.3 | 5000 | | ionosphere | bagging | averaging | mlp{30} | 30 | 0.3 | 5000 | | ionosphere | bagging | averaging | mlp{30} | 100 | 0.3 | 5000 | | ionosphere | bagging | majorityvoting | mlp{30} | 1 | 0.3 | 5100 | | ionosphere | bagging | majorityvoting | mlp{30} | 3 | 0.3 | 5100 | | ionosphere | bagging | majorityvoting | mlp{30} | 10 | 0.3 | 5100 | | ionosphere | bagging | majorityvoting | mlp{30} | 30 | 0.3 | 5100 | | ionosphere | bagging | majorityvoting | mlp{30} | 100 | 0.3 | 5100 | | ionosphere | dropout-0.5 | averaging | mlp{30} | 1 | 0.02 | 10740 | | ionosphere | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 1 | 0.3 | 8000 | | ionosphere | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 3 | 0.3 | 8000 | | ionosphere | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 10 | 0.3 | 8000 | | ionosphere | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 30 | 0.3 | 8000 | | ionosphere | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 100 | 0.3 | 8000 | | landsat | adaboost | averaging | mlp{30} | 1 | 0.06 | 3940 | | landsat | adaboost | averaging | mlp{30} | 3 | 0.06 | 3940 | | landsat | adaboost | averaging | mlp{30} | 10 | 0.06 | 3940 | | landsat | adaboost | averaging | mlp{30} | 30 | 0.06 | 3940 | | landsat | adaboost | averaging | mlp{30} | 100 | 0.06 | 3940 | | landsat | adaboost | majorityvoting | mlp{30} | 1 | 0.06 | 4000 | | landsat | adaboost | majorityvoting | mlp{30} | 3 | 0.06 | 4000 | | landsat | adaboost | majorityvoting | mlp{30} | 10 | 0.06 | 4000 | | landsat | adaboost | majorityvoting | mlp{30} | 30 | 0.06 | 4000 | | landsat | adaboost | majorityvoting | mlp{30} | 100 | 0.06 | 4000 | | landsat | bagging | averaging | mlp{30} | 1 | 0.06 | 2460 | | landsat | bagging | averaging | mlp{30} | 3 | 0.06 | 2460 | | landsat | bagging | averaging | mlp{30} | 10 | 0.06 | 2460 | | landsat | bagging | averaging | mlp{30} | 30 | 0.06 | 2460 | | landsat | bagging | averaging | mlp{30} | 100 | 0.06 | 2460 | | landsat | bagging | majorityvoting | mlp{30} | 1 | 0.06 | 3220 | | landsat | bagging | majorityvoting | mlp{30} | 3 | 0.06 | 3220 | | landsat | bagging | majorityvoting | mlp{30} | 10 | 0.06 | 3220 | | landsat | bagging | majorityvoting | mlp{30} | 30 | 0.06 | 3220 | | landsat | bagging | majorityvoting | mlp{30} | 100 | 0.06 | 3220 | | landsat | dropout-0.5 | averaging | mlp{30} | 1 | 0.07 | 5940 | | landsat | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 1 | 0.06 | 6360 | | landsat | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 3 | 0.06 | 6360 | | landsat | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 10 | 0.06 | 6360 | | landsat | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 30 | 0.06 | 6340 | | landsat | stacking | metaclassifier-mlp{30}-0.01 | mlp{30} | 100 | 0.06 | 6340 | | letterrecognition | adaboost | averaging | mlp{300} | 1 | 0.02 | 5460 | | letterrecognition | adaboost | averaging | mlp{300} | 3 | 0.02 | 5460 | | letterrecognition | adaboost | averaging | mlp{300} | 10 | 0.02 | 5460 | | letterrecognition | adaboost | averaging | mlp{300} | 30 | 0.02 | 5460 | | letterrecognition | adaboost | averaging | mlp{300} | 100 | 0.02 | 5460 | | letterrecognition | adaboost | majorityvoting | mlp{300} | 1 | 0.02 | 7160 | | letterrecognition | adaboost | majorityvoting | mlp{300} | 3 | 0.02 | 7160 | | letterrecognition | adaboost | majorityvoting | mlp{300} | 10 | 0.02 | 7160 | | letterrecognition | adaboost | majorityvoting | mlp{300} | 30 | 0.02 | 7160 | | letterrecognition | adaboost | majorityvoting | mlp{300} | 100 | 0.02 | 7160 | | letterrecognition | bagging | averaging | mlp{300} | 1 | 0.02 | 8840 | | letterrecognition | bagging | averaging | mlp{300} | 3 | 0.02 | 8840 | | letterrecognition | bagging | averaging | mlp{300} | 10 | 0.02 | 8840 | | letterrecognition | bagging | averaging | mlp{300} | 30 | 0.02 | 8840 | | letterrecognition | bagging | averaging | mlp{300} | 100 | 0.02 | 8840 | | letterrecognition | bagging | majorityvoting | mlp{300} | 1 | 0.02 | 8700 | | letterrecognition | bagging | majorityvoting | mlp{300} | 3 | 0.02 | 8700 | | letterrecognition | bagging | majorityvoting | mlp{300} | 10 | 0.02 | 8700 | | letterrecognition | bagging | majorityvoting | mlp{300} | 30 | 0.02 | 8700 | | letterrecognition | bagging | majorityvoting | mlp{300} | 100 | 0.02 | 8700 | | letterrecognition | stacking | metaclassifier-mlp{30}-0.01 | mlp{300} | 1 | 0.02 | 7160 | | letterrecognition | stacking | metaclassifier-mlp{30}-0.01 | mlp{300} | 3 | 0.02 | 7160 | | letterrecognition | stacking | metaclassifier-mlp{30}-0.01 | mlp{300} | 10 | 0.02 | 7160 | | letterrecognition | stacking | metaclassifier-mlp{30}-0.01 | mlp{300} | 30 | 0.02 | 7160 | | letterrecognition | stacking | metaclassifier-mlp{30}-0.01 | mlp{300} | 100 | 0.02 | 7160 | | magic | adaboost | averaging | mlp{100} | 1 | 0.1 | 3960 | | magic | adaboost | averaging | mlp{100} | 3 | 0.1 | 3960 | | magic | adaboost | averaging | mlp{100} | 10 | 0.1 | 3960 | | magic | adaboost | averaging | mlp{100} | 30 | 0.1 | 3960 | | magic | adaboost | averaging | mlp{100} | 100 | 0.1 | 3960 | | magic | adaboost | majorityvoting | mlp{100} | 1 | 0.1 | 3860 | | magic | adaboost | majorityvoting | mlp{100} | 3 | 0.1 | 3860 | | magic | adaboost | majorityvoting | mlp{100} | 10 | 0.1 | 3860 | | magic | adaboost | majorityvoting | mlp{100} | 30 | 0.1 | 3860 | | magic | adaboost | majorityvoting | mlp{100} | 100 | 0.1 | 3860 | | magic | bagging | averaging | mlp{100} | 1 | 0.1 | 4960 | | magic | bagging | averaging | mlp{100} | 3 | 0.1 | 4960 | | magic | bagging | averaging | mlp{100} | 10 | 0.1 | 4960 | | magic | bagging | averaging | mlp{100} | 30 | 0.1 | 4960 | | magic | bagging | averaging | mlp{100} | 100 | 0.1 | 4960 | | magic | bagging | majorityvoting | mlp{100} | 1 | 0.1 | 5400 | | magic | bagging | majorityvoting | mlp{100} | 3 | 0.1 | 5400 | | magic | bagging | majorityvoting | mlp{100} | 10 | 0.1 | 5400 | | magic | bagging | majorityvoting | mlp{100} | 30 | 0.1 | 5400 | | magic | bagging | majorityvoting | mlp{100} | 100 | 0.1 | 5400 | | magic | stacking | metaclassifier-mlp{30}-0.05 | mlp{100} | 1 | 0.1 | 4820 | | magic | stacking | metaclassifier-mlp{30}-0.05 | mlp{100} | 3 | 0.1 | 4820 | | magic | stacking | metaclassifier-mlp{30}-0.05 | mlp{100} | 10 | 0.1 | 4820 | | magic | stacking | metaclassifier-mlp{30}-0.05 | mlp{100} | 30 | 0.1 | 4820 | | magic | stacking | metaclassifier-mlp{30}-0.05 | mlp{100} | 100 | 0.1 | 4820 | +-------------------+-------------+-------------------------------+--------------+---------------+----------------+----------+