11188
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
77
weka.LogitBoost_DecisionStump(1)
115
weka.classifiers.meta.LogitBoost -- -P 100 -F 0 -R 1 -L -1.7976931348623157E308 -H 1.0 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump
F
0
77
H
1.0
77
I
40
77
L
-1.7976931348623157E308
77
P
100
77
R
1
77
S
1
77
W
weka.classifiers.trees.DecisionStump
77
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
22721
description
https://api.openml.org/data/download/22721/weka_generated_run7141809222165144572.xml
-1
22722
predictions
https://api.openml.org/data/download/22722/weka_generated_predictions1917972746225043026.arff
area_under_roc_curve
0.36059 [0.346154,0.232955,0.409722]
average_cost
0
f_measure
0.585358 [0.797297,0,0.068966]
kappa
-0.037663
kb_relative_information_score
-8.924083
mean_absolute_error
0.304584
mean_prior_absolute_error
0.287057
number_of_instances
90 [64,2,24]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.552804 [0.702381,0,0.2]
predictive_accuracy
0.666667
prior_entropy
1.030501
recall
0.666667 [0.921875,0,0.041667]
relative_absolute_error
1.061058
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.436279
root_relative_squared_error
1.161903
scimark_benchmark
948.726809 [561.93322246417441015.7907504114269483.88543266528814914.03067367712611767.9939646936223]
total_cost
0
area_under_roc_curve
0.428571 [0.428571,0.0,0.428571]
area_under_roc_curve
0.301587 [0.285714,0.0,0.357143]
area_under_roc_curve
0.071429 [0.071429,0.0,0.071429]
area_under_roc_curve
0.142857 [0.142857,0.0,0.142857]
area_under_roc_curve
0.388889 [0.388889,0.0,0.388889]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.333333 [0.333333,0.0,0.333333]
area_under_roc_curve
0.666667 [0.611111,0.0,0.777778]
area_under_roc_curve
0.055556 [0,0.5,0]
area_under_roc_curve
0.165344 [0.111111,0.25,0.285714]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_cpu_time
0.01
build_memory
846557576
build_memory
846557576
build_memory
881715752
build_memory
881715752
build_memory
881715752
build_memory
881715752
build_memory
881715752
build_memory
881715752
build_memory
881715752
build_memory
916873872
f_measure
0.622222 [0.8,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.555556 [0.714286,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.679487 [0.769231,0,0.5]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
-0.173913
kappa
0
kappa
-0.285714
kappa
0
kappa
-0.2
kappa
0
kappa
0
kappa
0.25
kappa
0
kappa
0
kb_relative_information_score
-1.567115
kb_relative_information_score
-0.014509
kb_relative_information_score
-2.508132
kb_relative_information_score
-1.667833
kb_relative_information_score
-0.959735
kb_relative_information_score
-0.101331
kb_relative_information_score
-0.408225
kb_relative_information_score
0.237858
kb_relative_information_score
-0.985761
kb_relative_information_score
-0.949301
mean_absolute_error
0.304113
mean_absolute_error
0.256549
mean_absolute_error
0.319682
mean_absolute_error
0.296845
mean_absolute_error
0.323024
mean_absolute_error
0.289298
mean_absolute_error
0.295881
mean_absolute_error
0.294296
mean_absolute_error
0.338891
mean_absolute_error
0.32726
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.313819
mean_prior_absolute_error
0.313819
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,1,2]
number_of_instances
9 [6,1,2]
precision
0.583333 [0.75,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.555556 [0.714286,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.809524 [0.714286,0,1]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.666667
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
recall
0.666667 [0.857143,0,0]
recall
0.777778 [1,0,0]
recall
0.555556 [0.714286,0,0]
recall
0.777778 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [0.833333,0,0.333333]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.15004
relative_absolute_error
0.970172
relative_absolute_error
1.208918
relative_absolute_error
1.122558
relative_absolute_error
1.090207
relative_absolute_error
0.976381
relative_absolute_error
0.9986
relative_absolute_error
0.99325
relative_absolute_error
1.079892
relative_absolute_error
1.042829
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.409576
root_mean_prior_squared_error
0.409576
root_mean_squared_error
0.405431
root_mean_squared_error
0.365399
root_mean_squared_error
0.461812
root_mean_squared_error
0.417053
root_mean_squared_error
0.509224
root_mean_squared_error
0.385158
root_mean_squared_error
0.411587
root_mean_squared_error
0.445323
root_mean_squared_error
0.481826
root_mean_squared_error
0.459094
root_relative_squared_error
1.178412
root_relative_squared_error
1.062057
root_relative_squared_error
1.342287
root_relative_squared_error
1.212192
root_relative_squared_error
1.313806
root_relative_squared_error
0.993715
root_relative_squared_error
1.061902
root_relative_squared_error
1.14894
root_relative_squared_error
1.176403
root_relative_squared_error
1.120901
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0