Task
Supervised Regression on cholesterol

Supervised Regression on cholesterol

Task 2295 Supervised Regression cholesterol 57 runs submitted
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0 likes - 0 downloads - 0 reach - mean_absolute_error: 43.8215, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1147, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 57.2302, root_relative_squared_error: 1.1072,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 48.453, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2325, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 64.942, root_relative_squared_error: 1.2563,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 49.0363, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2473, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 65.3439, root_relative_squared_error: 1.2641,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 44.7605, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1385, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 58.4481, root_relative_squared_error: 1.1307,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 48.7015, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2388, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 64.7873, root_relative_squared_error: 1.2533,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 43.8623, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1157, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 56.5306, root_relative_squared_error: 1.0936,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 43.2309, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0996, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 57.5702, root_relative_squared_error: 1.1137,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 44.0509, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1205, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 57.9225, root_relative_squared_error: 1.1205,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 47.5881, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2105, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 63.7465, root_relative_squared_error: 1.2332,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 47.4166, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2061, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 63.439, root_relative_squared_error: 1.2273,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 46.7045, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.188, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 59.9368, root_relative_squared_error: 1.1595,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 43.6284, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1097, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 56.8712, root_relative_squared_error: 1.1002,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 102.9163, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 2.6178, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 147.0281, root_relative_squared_error: 2.8443,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 44.3078, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.127, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 57.6023, root_relative_squared_error: 1.1144,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 45.7754, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1644, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 59.3861, root_relative_squared_error: 1.1489,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 41.0204, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0434, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 55.3348, root_relative_squared_error: 1.0705,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 43.2556, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1003, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 55.6863, root_relative_squared_error: 1.0773,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 46.1839, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1747, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 58.6393, root_relative_squared_error: 1.1344,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 40.9917, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0427, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 53.8119, root_relative_squared_error: 1.041,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 49.4371, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2575, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 65.7143, root_relative_squared_error: 1.2713,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 48.2871, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2282, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 64.6399, root_relative_squared_error: 1.2505,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 47.1103, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1983, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 62.9042, root_relative_squared_error: 1.2169,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 46.747, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1891, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 62.7597, root_relative_squared_error: 1.2141,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 48.17, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2253, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 64.1977, root_relative_squared_error: 1.2419,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 49.1562, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2504, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 65.82, root_relative_squared_error: 1.2733,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 48.6908, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2385, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 64.8438, root_relative_squared_error: 1.2544,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 47.0153, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.1959, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 63.2086, root_relative_squared_error: 1.2228,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 47.493, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.208, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 63.6887, root_relative_squared_error: 1.2321,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 48.0392, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2219, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 64.0785, root_relative_squared_error: 1.2396,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 122.8904, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 3.1259, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 151.5614, root_relative_squared_error: 2.932,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 182.007, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 4.6296, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 202.1232, root_relative_squared_error: 3.9102,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 40.5117, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0305, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 54.3928, root_relative_squared_error: 1.0523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 178.6745, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 4.5448, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 190.9436, root_relative_squared_error: 3.6939,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 41.6913, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0605, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 55.4109, root_relative_squared_error: 1.072,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 41.5142, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.056, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 55.6583, root_relative_squared_error: 1.0767,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 42.2168, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0738, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 55.97, root_relative_squared_error: 1.0828,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 40.7606, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0368, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 55.1652, root_relative_squared_error: 1.0672,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 49.7763, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2661, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 65.4624, root_relative_squared_error: 1.2664,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 49.5178, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2595, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 63.6288, root_relative_squared_error: 1.2309,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 49.0748, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.2483, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 63.7676, root_relative_squared_error: 1.2336,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.0904, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.3973, root_relative_squared_error: 0.9943,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 38.9924, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 50.9577, root_relative_squared_error: 0.9858,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.4888, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.7123, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.2139, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.5502, root_relative_squared_error: 0.9973,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.2138, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.5497, root_relative_squared_error: 0.9973,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 38.6187, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 50.7554, root_relative_squared_error: 0.9819,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.4888, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.7123, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 40.5878, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0324, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 52.8186, root_relative_squared_error: 1.0218,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.4888, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.7123, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.2138, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.5497, root_relative_squared_error: 0.9973,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.0904, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.3973, root_relative_squared_error: 0.9943,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 38.9924, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 50.9577, root_relative_squared_error: 0.9858,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.4888, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.7123, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.2139, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.5502, root_relative_squared_error: 0.9973,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.2138, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.5497, root_relative_squared_error: 0.9973,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 38.6187, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 50.7554, root_relative_squared_error: 0.9819,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.4888, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.7123, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 40.5878, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0324, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 52.8186, root_relative_squared_error: 1.0218,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.2138, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.5497, root_relative_squared_error: 0.9973,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 39.4888, mean_prior_absolute_error: 39.3139, number_of_instances: 303, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 51.6914, root_mean_squared_error: 51.7123, root_relative_squared_error: 1.0004,

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Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a numeric target and a set of train/test splits, e.g. generated by a cross-validation procedure, train a model and return the predictions of that model.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

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