11010
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
65
weka.RandomForest(1)
83
weka.classifiers.trees.RandomForest -- -I 101 -K 0 -S 1 -num-slots 1
I
101
65
K
0
65
S
1
65
num-slots
1
65
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
22365
description
https://api.openml.org/data/download/22365/weka_generated_run8700730206927757284.xml
-1
22366
predictions
https://api.openml.org/data/download/22366/weka_generated_predictions3282666370433916910.arff
area_under_roc_curve
0.447099 [0.472957,0.181818,0.400253]
average_cost
0
f_measure
0.539464 [0.758621,0,0]
kappa
-0.166667
kb_relative_information_score
-6.24572
mean_absolute_error
0.289615
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
0.482853 [0.679012,0,0]
predictive_accuracy
0.611111
prior_entropy
1.030501
recall
0.611111 [0.859375,0,0]
relative_absolute_error
1.008911
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.425749
root_relative_squared_error
1.133859
scimark_benchmark
948.167171 [561.93317930202351016.3264661877167483.0148066605872909.27509318503251770.2863098224536]
total_cost
0
area_under_roc_curve
0.595238 [0.642857,0.0,0.428571]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.698413 [0.714286,0.0,0.642857]
area_under_roc_curve
0.642857 [0.642857,0.0,0.642857]
area_under_roc_curve
0.62963 [0.666667,0.0,0.555556]
area_under_roc_curve
0.388889 [0.333333,0.0,0.5]
area_under_roc_curve
0.166667 [0.166667,0.0,0.166667]
area_under_roc_curve
0.37037 [0.388889,0.0,0.333333]
area_under_roc_curve
0.311508 [0.333333,0.375,0.214286]
area_under_roc_curve
0.468585 [0.555556,0.3125,0.285714]
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
0.031
build_cpu_time
0.031
build_cpu_time
0.032
build_cpu_time
0.032
build_cpu_time
0.032
build_cpu_time
0.031
build_cpu_time
0.03
build_cpu_time
0.031
build_cpu_time
0.03
build_cpu_time
0.03
build_memory
587206336
build_memory
600409208
build_memory
612776624
build_memory
625152176
build_memory
637519512
build_memory
649886936
build_memory
662254208
build_memory
674875424
build_memory
687332784
build_memory
694352016
f_measure
0.622222 [0.8,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
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
0.333333 [0.5,0,0]
f_measure
0.410256 [0.615385,0,0]
f_measure
0.410256 [0.615385,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
-0.173913
kappa
0
kappa
0
kappa
0
kappa
-0.2
kappa
0
kappa
-0.5
kappa
-0.363636
kappa
-0.285714
kappa
0
kb_relative_information_score
-1.418923
kb_relative_information_score
1.704883
kb_relative_information_score
0.64479
kb_relative_information_score
0.69142
kb_relative_information_score
-0.818873
kb_relative_information_score
-0.737897
kb_relative_information_score
-3.068089
kb_relative_information_score
-1.686704
kb_relative_information_score
-1.978093
kb_relative_information_score
0.421766
mean_absolute_error
0.287436
mean_absolute_error
0.192722
mean_absolute_error
0.223099
mean_absolute_error
0.234228
mean_absolute_error
0.309261
mean_absolute_error
0.298082
mean_absolute_error
0.370784
mean_absolute_error
0.330475
mean_absolute_error
0.35869
mean_absolute_error
0.291372
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
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.333333 [0.5,0,0]
precision
0.380952 [0.571429,0,0]
precision
0.380952 [0.571429,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.666667
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.333333
predictive_accuracy
0.444444
predictive_accuracy
0.444444
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
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.333333 [0.5,0,0]
recall
0.444444 [0.666667,0,0]
recall
0.444444 [0.666667,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.086976
relative_absolute_error
0.728801
relative_absolute_error
0.843676
relative_absolute_error
0.885764
relative_absolute_error
1.043757
relative_absolute_error
1.006027
relative_absolute_error
1.251394
relative_absolute_error
1.115352
relative_absolute_error
1.142983
relative_absolute_error
0.92847
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
0.407156
root_mean_squared_error
0.357937
root_mean_squared_error
0.340521
root_mean_squared_error
0.340843
root_mean_squared_error
0.444381
root_mean_squared_error
0.419206
root_mean_squared_error
0.518053
root_mean_squared_error
0.445497
root_mean_squared_error
0.49553
root_mean_squared_error
0.44832
root_relative_squared_error
1.183426
root_relative_squared_error
1.040368
root_relative_squared_error
0.989746
root_relative_squared_error
0.990682
root_relative_squared_error
1.146512
root_relative_squared_error
1.081559
root_relative_squared_error
1.336586
root_relative_squared_error
1.149391
root_relative_squared_error
1.209861
root_relative_squared_error
1.094596
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