10231429
8323
Heinrich Peters
9985
Supervised Classification
12736
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1)
8156451
l2_regularization
1e-05
12677
learning_rate
0.01
12677
loss
"auto"
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max_bins
64
12677
max_depth
null
12677
max_iter
200
12677
max_leaf_nodes
128
12677
min_samples_leaf
19
12677
n_iter_no_change
null
12677
random_state
33548
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
12677
verbose
0
12677
memory
null
12736
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "histgradientboostingclassifier", "step_name": "histgradientboostingclassifier"}}]
12736
verbose
false
12736
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
openml-python
Sklearn_0.21.2.
1475
first-order-theorem-proving
https://www.openml.org/data/download/1587932/phpPbCMyg
-1
21384318
description
https://api.openml.org/data/download/21384318/description.xml
-1
21384319
predictions
https://api.openml.org/data/download/21384319/predictions.arff
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0.8710883915672579 [0.820865,0.835684,0.863952,0.816823,0.846512,0.920444]
average_cost
0
f_measure
0.6114016447403322 [0.507353,0.431566,0.50554,0.426549,0.434626,0.808839]
kappa
0.4852997602639935
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0.43603189430002215
mean_absolute_error
0.16301488254200766
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0.2507645736611627
number_of_instances
6118 [1089,486,748,617,624,2554]
precision
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predictive_accuracy
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prior_entropy
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relative_absolute_error
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total_cost
0
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area_under_roc_curve
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area_under_roc_curve
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area_under_roc_curve
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area_under_roc_curve
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area_under_roc_curve
0.8593742526375053 [0.832847,0.822797,0.843799,0.82434,0.824912,0.89922]
area_under_roc_curve
0.8783983266148458 [0.81189,0.867963,0.87856,0.821963,0.863255,0.925781]
area_under_roc_curve
0.8746698898089791 [0.812109,0.882327,0.863893,0.809762,0.857556,0.92264]
area_under_roc_curve
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average_cost
0
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0
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0
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f_measure
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f_measure
0.6159886103072634 [0.504587,0.337079,0.573427,0.412371,0.442623,0.821622]
f_measure
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f_measure
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f_measure
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f_measure
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f_measure
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f_measure
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f_measure
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kappa
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kappa
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kappa
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kappa
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kappa
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kappa
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kappa
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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mean_absolute_error
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mean_absolute_error
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mean_absolute_error
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mean_absolute_error
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mean_absolute_error
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mean_prior_absolute_error
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precision
0.5996539119579444 [0.490566,0.5,0.459459,0.473684,0.456522,0.771044]
precision
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precision
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precision
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precision
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precision
0.6189326296285473 [0.527273,0.681818,0.506667,0.454545,0.555556,0.734426]
precision
0.5890371009666987 [0.504348,0.545455,0.485294,0.490909,0.512195,0.706667]
precision
0.619263526360263 [0.505263,0.6,0.577465,0.42623,0.555556,0.745161]
precision
0.5874159866030103 [0.459459,0.606061,0.463768,0.428571,0.47619,0.739414]
precision
0.60638383517016 [0.544554,0.514286,0.469697,0.410714,0.508772,0.760135]
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prior_entropy
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prior_entropy
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prior_entropy
2.2965513970017746
recall
0.619281045751634 [0.477064,0.333333,0.459459,0.435484,0.333333,0.894531]
recall
0.6617647058823529 [0.642202,0.395833,0.52,0.419355,0.428571,0.878431]
recall
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recall
0.6323529411764706 [0.46789,0.387755,0.56,0.387097,0.370968,0.894118]
recall
0.6094771241830066 [0.495413,0.346939,0.453333,0.354839,0.370968,0.87451]
recall
0.6290849673202614 [0.53211,0.306122,0.506667,0.403226,0.403226,0.878431]
recall
0.6029411764705882 [0.53211,0.367347,0.44,0.435484,0.33871,0.831373]
recall
0.6356209150326797 [0.440367,0.367347,0.546667,0.42623,0.403226,0.902344]
recall
0.6072013093289689 [0.46789,0.416667,0.426667,0.344262,0.322581,0.886719]
recall
0.6235679214402619 [0.504587,0.375,0.418919,0.377049,0.460317,0.878906]
relative_absolute_error
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