Task
Supervised Data Stream Classification on adult

Supervised Data Stream Classification on adult

Task 2244 Supervised Data Stream Classification adult 304 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16 under1m
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0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642963/Run_1847157_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642834/Run_1847097_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642717/Run_1847039_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642608/Run_1846985_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642488/Run_1846925_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642336/Run_1846849_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642196/Run_1846779_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642031/Run_1846697_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.8362, kappa: 0.5344, kb_relative_information_score: 22491.5428, mean_absolute_error: 0.2935, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.353, root_relative_squared_error: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.8363, kappa: 0.5345, kb_relative_information_score: 27111.5819, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.4749, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.342, root_relative_squared_error: 0.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.8349, kappa: 0.526, kb_relative_information_score: 29180.0205, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8367, predictive_accuracy: 0.8448, prior_entropy: 1, recall: 0.8448, relative_absolute_error: 0.4191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.6912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.835, kappa: 0.5262, kb_relative_information_score: 31182.8363, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8368, predictive_accuracy: 0.8449, prior_entropy: 1, recall: 0.8449, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.6818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8409, kappa: 0.5537, kb_relative_information_score: 32024.3891, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8391, predictive_accuracy: 0.8447, prior_entropy: 1, recall: 0.8447, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.343, root_relative_squared_error: 0.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.8412, kappa: 0.5577, kb_relative_information_score: 32268.1183, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8396, predictive_accuracy: 0.8435, prior_entropy: 1, recall: 0.8435, relative_absolute_error: 0.3431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.7104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.8372, kappa: 0.5423, kb_relative_information_score: 32504.1838, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8416, prior_entropy: 1, recall: 0.8416, relative_absolute_error: 0.3346, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.371, root_relative_squared_error: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8372, kappa: 0.5423, kb_relative_information_score: 33370, mean_absolute_error: 0.1584, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8416, prior_entropy: 1, recall: 0.8416, relative_absolute_error: 0.3168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.398, root_relative_squared_error: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.8362, kappa: 0.5344, kb_relative_information_score: 22491.5428, mean_absolute_error: 0.2935, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.353, root_relative_squared_error: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.8362, kappa: 0.5342, kb_relative_information_score: 28607.689, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8433, prior_entropy: 1, recall: 0.8433, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.6985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.835, kappa: 0.5262, kb_relative_information_score: 31111.4309, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8368, predictive_accuracy: 0.8449, prior_entropy: 1, recall: 0.8449, relative_absolute_error: 0.3719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8421, kappa: 0.5682, kb_relative_information_score: 32006.7477, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8429, predictive_accuracy: 0.8413, prior_entropy: 1, recall: 0.8413, relative_absolute_error: 0.3508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.6859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8366, f_measure: 0.8412, kappa: 0.5577, kb_relative_information_score: 32255.9698, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8396, predictive_accuracy: 0.8435, prior_entropy: 1, recall: 0.8435, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3553, root_relative_squared_error: 0.7105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.831, kappa: 0.5523, kb_relative_information_score: 32490, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.84, predictive_accuracy: 0.826, prior_entropy: 1, recall: 0.826, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.7423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7585, f_measure: 0.8372, kappa: 0.5428, kb_relative_information_score: 33356, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.3171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8374, kappa: 0.5428, kb_relative_information_score: 33396, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8356, predictive_accuracy: 0.8419, prior_entropy: 1, recall: 0.8419, relative_absolute_error: 0.3162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7577, f_measure: 0.8372, kappa: 0.5423, kb_relative_information_score: 33376, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7561, f_measure: 0.8373, kappa: 0.5415, kb_relative_information_score: 33422, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8421, prior_entropy: 1, recall: 0.8421, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.7946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7543, f_measure: 0.8303, kappa: 0.5263, kb_relative_information_score: 32564, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8284, predictive_accuracy: 0.8334, prior_entropy: 1, recall: 0.8334, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, f_measure: 0.8134, kappa: 0.4743, kb_relative_information_score: 31160, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8107, predictive_accuracy: 0.819, prior_entropy: 1, recall: 0.819, relative_absolute_error: 0.362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.8509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8372, kappa: 0.5423, kb_relative_information_score: 33370, mean_absolute_error: 0.1584, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8416, prior_entropy: 1, recall: 0.8416, relative_absolute_error: 0.3168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.398, root_relative_squared_error: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.763, f_measure: 0.8378, kappa: 0.5464, kb_relative_information_score: 33308, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8359, predictive_accuracy: 0.841, prior_entropy: 1, recall: 0.841, relative_absolute_error: 0.318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.7976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, f_measure: 0.8372, kappa: 0.5444, kb_relative_information_score: 33262, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8353, predictive_accuracy: 0.8405, prior_entropy: 1, recall: 0.8405, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.7987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7616, f_measure: 0.8371, kappa: 0.5442, kb_relative_information_score: 33260, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8353, predictive_accuracy: 0.8405, prior_entropy: 1, recall: 0.8405, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.7988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8516, f_measure: 0.8208, kappa: 0.4904, kb_relative_information_score: 26181.1769, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.819, predictive_accuracy: 0.8286, prior_entropy: 1, recall: 0.8286, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.7152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8204, kappa: 0.4889, kb_relative_information_score: 26084.9283, mean_absolute_error: 0.2477, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8188, predictive_accuracy: 0.8285, prior_entropy: 1, recall: 0.8285, relative_absolute_error: 0.4953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.8198, kappa: 0.4866, kb_relative_information_score: 26044.5029, mean_absolute_error: 0.2483, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8182, predictive_accuracy: 0.8281, prior_entropy: 1, recall: 0.8281, relative_absolute_error: 0.4967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.8198, kappa: 0.4866, kb_relative_information_score: 26044.5029, mean_absolute_error: 0.2483, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8182, predictive_accuracy: 0.8281, prior_entropy: 1, recall: 0.8281, relative_absolute_error: 0.4967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.769, f_measure: 0.665, kappa: 0.0115, kb_relative_information_score: 20406.9109, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6503, predictive_accuracy: 0.7498, prior_entropy: 1, recall: 0.7498, relative_absolute_error: 0.5984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3965, root_relative_squared_error: 0.7929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7561, f_measure: 0.8372, kappa: 0.5414, kb_relative_information_score: 33416, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8421, prior_entropy: 1, recall: 0.8421, relative_absolute_error: 0.3158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.7948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7519, f_measure: 0.8274, kappa: 0.519, kb_relative_information_score: 32240, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8255, predictive_accuracy: 0.83, prior_entropy: 1, recall: 0.83, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.8082, kappa: 0.4684, kb_relative_information_score: 30280, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8067, predictive_accuracy: 0.81, prior_entropy: 1, recall: 0.81, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4359, root_relative_squared_error: 0.8718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.8371, kappa: 0.5442, kb_relative_information_score: 33256, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8352, predictive_accuracy: 0.8404, prior_entropy: 1, recall: 0.8404, relative_absolute_error: 0.3191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3994, root_relative_squared_error: 0.7989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8359, kappa: 0.5559, kb_relative_information_score: 19198.2901, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8389, predictive_accuracy: 0.8337, prior_entropy: 1, recall: 0.8337, relative_absolute_error: 0.6553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.7663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.836, kappa: 0.5559, kb_relative_information_score: 25959.2405, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8389, predictive_accuracy: 0.8338, prior_entropy: 1, recall: 0.8338, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8419, f_measure: 0.8411, kappa: 0.5618, kb_relative_information_score: 29138.7544, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8405, predictive_accuracy: 0.8418, prior_entropy: 1, recall: 0.8418, relative_absolute_error: 0.421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.8411, kappa: 0.5617, kb_relative_information_score: 32296.7691, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8405, predictive_accuracy: 0.8418, prior_entropy: 1, recall: 0.8418, relative_absolute_error: 0.3419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.7153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6143, f_measure: 0.6661, kappa: 0.1892, kb_relative_information_score: 14008, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7133, predictive_accuracy: 0.6434, prior_entropy: 1, recall: 0.6434, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5972, root_relative_squared_error: 1.1943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.8382, kappa: 0.5444, kb_relative_information_score: 32543.0831, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8364, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.7396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8382, kappa: 0.5444, kb_relative_information_score: 33496, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8364, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.3142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8359, kappa: 0.5559, kb_relative_information_score: 19198.2901, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8389, predictive_accuracy: 0.8337, prior_entropy: 1, recall: 0.8337, relative_absolute_error: 0.6553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.7663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8359, kappa: 0.5558, kb_relative_information_score: 28306.6386, mean_absolute_error: 0.2194, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8389, predictive_accuracy: 0.8337, prior_entropy: 1, recall: 0.8337, relative_absolute_error: 0.4388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.7126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8412, f_measure: 0.8411, kappa: 0.5617, kb_relative_information_score: 32282.0824, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8405, predictive_accuracy: 0.8418, prior_entropy: 1, recall: 0.8418, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.7155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.8293, kappa: 0.5525, kb_relative_information_score: 32526, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8419, predictive_accuracy: 0.823, prior_entropy: 1, recall: 0.823, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.7399,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7611, f_measure: 0.838, kappa: 0.5457, kb_relative_information_score: 33380, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8361, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.8383, kappa: 0.5468, kb_relative_information_score: 33412, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.842, prior_entropy: 1, recall: 0.842, relative_absolute_error: 0.3159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.7949,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7574, f_measure: 0.838, kappa: 0.5436, kb_relative_information_score: 33476, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8362, predictive_accuracy: 0.8427, prior_entropy: 1, recall: 0.8427, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8384, kappa: 0.5448, kb_relative_information_score: 33522, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8367, predictive_accuracy: 0.8432, prior_entropy: 1, recall: 0.8432, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.396, root_relative_squared_error: 0.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8382, kappa: 0.5445, kb_relative_information_score: 33498, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.3142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.8382, kappa: 0.5444, kb_relative_information_score: 33496, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8364, predictive_accuracy: 0.8429, prior_entropy: 1, recall: 0.8429, relative_absolute_error: 0.3142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.8402, kappa: 0.5466, kb_relative_information_score: 29147.5021, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8393, predictive_accuracy: 0.8467, prior_entropy: 1, recall: 0.8467, relative_absolute_error: 0.4269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3314, root_relative_squared_error: 0.6629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8399, kappa: 0.5458, kb_relative_information_score: 29169.2775, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.839, predictive_accuracy: 0.8464, prior_entropy: 1, recall: 0.8464, relative_absolute_error: 0.4264, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8362, kappa: 0.5372, kb_relative_information_score: 28623.1922, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8345, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.4371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.6646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8368, kappa: 0.5383, kb_relative_information_score: 28583.1495, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8352, predictive_accuracy: 0.8425, prior_entropy: 1, recall: 0.8425, relative_absolute_error: 0.438, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3315, root_relative_squared_error: 0.663,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.8403, kappa: 0.547, kb_relative_information_score: 29131.5098, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8392, predictive_accuracy: 0.8465, prior_entropy: 1, recall: 0.8465, relative_absolute_error: 0.4276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.6611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8367, kappa: 0.5381, kb_relative_information_score: 28569.3116, mean_absolute_error: 0.2194, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8353, predictive_accuracy: 0.8426, prior_entropy: 1, recall: 0.8426, relative_absolute_error: 0.4388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.6615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.837, kappa: 0.539, kb_relative_information_score: 28595.5654, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8427, prior_entropy: 1, recall: 0.8427, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.6618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7769, f_measure: 0.6619, kappa: 0.0107, kb_relative_information_score: 21283.3854, mean_absolute_error: 0.2905, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6974, predictive_accuracy: 0.7606, prior_entropy: 1, recall: 0.7606, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.7622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.8366, kappa: 0.5424, kb_relative_information_score: 29061.2689, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8347, predictive_accuracy: 0.8401, prior_entropy: 1, recall: 0.8401, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3403, root_relative_squared_error: 0.6807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8321, kappa: 0.5286, kb_relative_information_score: 32288.4551, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.83, predictive_accuracy: 0.8362, prior_entropy: 1, recall: 0.8362, relative_absolute_error: 0.3417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.371, root_relative_squared_error: 0.7421,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.8205, kappa: 0.4898, kb_relative_information_score: 26187.9325, mean_absolute_error: 0.2458, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8188, predictive_accuracy: 0.8283, prior_entropy: 1, recall: 0.8283, relative_absolute_error: 0.4916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7486, f_measure: 0.6601, kappa: -0.0012, kb_relative_information_score: 20199.0527, mean_absolute_error: 0.3017, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6341, predictive_accuracy: 0.7497, prior_entropy: 1, recall: 0.7497, relative_absolute_error: 0.6035, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.7968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.808, kappa: 0.4555, kb_relative_information_score: 25307.8238, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8053, predictive_accuracy: 0.8157, prior_entropy: 1, recall: 0.8157, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.364, root_relative_squared_error: 0.728,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8381, kappa: 0.5431, kb_relative_information_score: 29488.3216, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6789,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.6344, kappa: -0.0042, kb_relative_information_score: 13130, mean_absolute_error: 0.3656, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6344, predictive_accuracy: 0.6344, prior_entropy: 1, recall: 0.6344, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6046, root_relative_squared_error: 1.2093,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8381, kappa: 0.5431, kb_relative_information_score: 29488.3216, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5433, f_measure: 0.6851, kappa: 0.0748, kb_relative_information_score: 16818.9076, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7997, predictive_accuracy: 0.7718, prior_entropy: 1, recall: 0.7718, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4183, root_relative_squared_error: 0.8367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.831, kappa: 0.5595, kb_relative_information_score: 30401.3004, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8242, prior_entropy: 1, recall: 0.8242, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7548, f_measure: 0.8369, kappa: 0.5401, kb_relative_information_score: 33410, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8352, predictive_accuracy: 0.842, prior_entropy: 1, recall: 0.842, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.7949,

Metric:

Timeline

Plotting contribution timeline

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 nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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