Task
Supervised Regression on liver-disorders

Supervised Regression on liver-disorders

Task 52948 Supervised Regression liver-disorders 73 runs submitted
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0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.5116, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9575, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3433, root_relative_squared_error: 1.0031,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.42, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9226, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.2003, root_relative_squared_error: 0.9602,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.441, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9306, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.2341, root_relative_squared_error: 0.9703,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.45, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.934, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1711, root_relative_squared_error: 0.9514,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.4516, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9346, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1763, root_relative_squared_error: 0.953,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.8655, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0924, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.2212, root_relative_squared_error: 1.2665,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4623, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.32, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.8064, root_relative_squared_error: 1.4421,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.581, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.984, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.5131, root_relative_squared_error: 1.054,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6397, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0064, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.7046, root_relative_squared_error: 1.1115,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.7275, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0399, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.9392, root_relative_squared_error: 1.1819,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4007, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.2965, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.7606, root_relative_squared_error: 1.4283,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.4768, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9443, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3237, root_relative_squared_error: 0.9972,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4944, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.3322, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.8248, root_relative_squared_error: 1.4476,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.9592, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.1282, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.4087, root_relative_squared_error: 1.3227,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.242, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.236, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.6313, root_relative_squared_error: 1.3895,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4537, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.3167, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.7961, root_relative_squared_error: 1.439,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6074, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9941, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.4948, root_relative_squared_error: 1.0485,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.8888, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.1014, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.2262, root_relative_squared_error: 1.268,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.069, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.17, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.46, root_relative_squared_error: 1.3381,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.5599, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.976, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.4107, root_relative_squared_error: 1.0233,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6123, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.5588, root_relative_squared_error: 1.0678,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6167, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3509, root_relative_squared_error: 1.0054,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6527, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0113, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.4547, root_relative_squared_error: 1.0365,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6521, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0111, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3628, root_relative_squared_error: 1.009,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.5469, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.971, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3884, root_relative_squared_error: 1.0166,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.5807, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3908, root_relative_squared_error: 1.0173,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.741, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.045, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.9392, root_relative_squared_error: 1.1819,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4571, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.318, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.7612, root_relative_squared_error: 1.4285,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.8268, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.4589, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 5.1225, root_relative_squared_error: 1.5369,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.7622, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.0073, root_relative_squared_error: 1.2023,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.7931, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0649, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.0484, root_relative_squared_error: 1.2147,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.5777, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.6892, root_relative_squared_error: 1.1069,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6768, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0205, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.5701, root_relative_squared_error: 1.0711,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.7251, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0389, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.9115, root_relative_squared_error: 1.1736,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.719, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0366, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.8662, root_relative_squared_error: 1.16,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.7894, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0634, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.0664, root_relative_squared_error: 1.2201,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4551, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.3172, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.8007, root_relative_squared_error: 1.4403,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.4344, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1156, root_relative_squared_error: 0.9348,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3088, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.8802, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 2.9414, root_relative_squared_error: 0.8825,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4551, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.3172, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.8007, root_relative_squared_error: 1.4403,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6112, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3835, root_relative_squared_error: 1.0151,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6045, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.993, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3625, root_relative_squared_error: 1.0088,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3943, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9128, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.0385, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6556, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0124, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3883, root_relative_squared_error: 1.0166,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3546, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.8977, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1541, root_relative_squared_error: 0.9463,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4551, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.3172, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.8007, root_relative_squared_error: 1.4403,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.4305, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9266, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1701, root_relative_squared_error: 0.9511,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6018, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3099, root_relative_squared_error: 0.9931,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6855, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0238, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.4814, root_relative_squared_error: 1.0445,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3894, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9109, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1227, root_relative_squared_error: 0.9369,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.4815, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1906, root_relative_squared_error: 0.9573,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3516, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.0194, root_relative_squared_error: 0.9059,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6112, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3835, root_relative_squared_error: 1.0151,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6045, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.993, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3625, root_relative_squared_error: 1.0088,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3943, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9128, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.0385, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6556, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0124, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3883, root_relative_squared_error: 1.0166,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.431, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1741, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3546, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.8977, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1541, root_relative_squared_error: 0.9463,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.4551, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.3172, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 4.8007, root_relative_squared_error: 1.4403,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.4305, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9266, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1701, root_relative_squared_error: 0.9511,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6018, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3099, root_relative_squared_error: 0.9931,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6855, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 1.0238, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.4814, root_relative_squared_error: 1.0445,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3894, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9109, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1227, root_relative_squared_error: 0.9369,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.4815, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.1906, root_relative_squared_error: 0.9573,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.3516, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.0194, root_relative_squared_error: 0.9059,
0 likes - 0 downloads - 0 reach - mean_absolute_error: 2.6045, mean_prior_absolute_error: 2.623, number_of_instances: 345, relative_absolute_error: 0.993, root_mean_prior_squared_error: 3.333, root_mean_squared_error: 3.3625, root_relative_squared_error: 1.0088,

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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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