135649
2
Joaquin Vanschoren
3735
Supervised Classification
predictive_accuracy
420
weka.AdaBoostM1_RandomTree(2)
673
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1
I
40
420
P
100
420
S
1
420
W
weka.classifiers.trees.RandomTree
420
K
0
421
M
1.0
421
S
1
421
V
0.001
421
871
pollen
https://www.openml.org/data/download/53405/pollen.arff
-1
433564
description
https://api.openml.org/data/download/433564/weka_generated_run3114735620239115070.xml
-1
433567
model_readable
https://api.openml.org/data/download/433567/WekaModel_weka.classifiers.meta.AdaBoostM18995452046342838826.model
-1
433566
model_serialized
https://api.openml.org/data/download/433566/WekaSerialized_weka.classifiers.meta.AdaBoostM11611646307594162194.model
-1
433565
predictions
https://api.openml.org/data/download/433565/weka_generated_predictions4448933028886782625.arff
area_under_roc_curve
0.505198 [0.505198,0.505198]
average_cost
0
build_cpu_time
0.111001
build_memory
1512258989.363826
f_measure
0.505196 [0.504425,0.505968]
kappa
0.010395
kb_relative_information_score
40
mean_absolute_error
0.494802
mean_prior_absolute_error
0.5
number_of_instances
3848 [1924,1924]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.505198 [0.505214,0.505181]
predictive_accuracy
0.505198
prior_entropy
1
recall
0.505198 [0.503638,0.506757]
relative_absolute_error
0.989605
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.703422
root_relative_squared_error
1.406844
scimark_benchmark
934.607598 [558.3356592612839, 1000.7556336989805, 445.9060745024889, 910.8547536099744, 1757.185869335973]
total_cost
0
area_under_roc_curve
0.558371 [0.558371,0.558371]
area_under_roc_curve
0.491 [0.491,0.491]
area_under_roc_curve
0.511618 [0.511618,0.511618]
area_under_roc_curve
0.509081 [0.509081,0.509081]
area_under_roc_curve
0.537808 [0.537808,0.537808]
area_under_roc_curve
0.517042 [0.517042,0.517042]
area_under_roc_curve
0.485711 [0.485711,0.485711]
area_under_roc_curve
0.451924 [0.451924,0.451924]
area_under_roc_curve
0.492188 [0.492188,0.492188]
area_under_roc_curve
0.497396 [0.497396,0.497396]
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
0.111
build_cpu_time
0.137
build_cpu_time
0.103
build_cpu_time
0.101
build_cpu_time
0.107
build_cpu_time
0.123
build_cpu_time
0.113
build_cpu_time
0.098
build_cpu_time
0.098
build_cpu_time
0.119
build_memory
1428245536
build_memory
1452778232
build_memory
1465824600
build_memory
1490373568
build_memory
1514906256
build_memory
1514906256
build_memory
1539438856
build_memory
1563971464
build_memory
1563971464
build_memory
1588506024
f_measure
0.558114 [0.545455,0.570707]
f_measure
0.490283 [0.507538,0.473118]
f_measure
0.511326 [0.497326,0.525253]
f_measure
0.509084 [0.506527,0.511628]
f_measure
0.536217 [0.510989,0.561576]
f_measure
0.515078 [0.486188,0.544118]
f_measure
0.485714 [0.487047,0.484375]
f_measure
0.451904 [0.457584,0.446194]
f_measure
0.492019 [0.501279,0.482759]
f_measure
0.492686 [0.541568,0.443804]
kappa
0.116758
kappa
-0.017996
kappa
0.023238
kappa
0.018162
kappa
0.075593
kappa
0.034073
kappa
-0.028578
kappa
-0.096156
kappa
-0.015625
kappa
-0.005208
kb_relative_information_score
45
kb_relative_information_score
-7
kb_relative_information_score
9
kb_relative_information_score
7
kb_relative_information_score
29
kb_relative_information_score
13
kb_relative_information_score
-11
kb_relative_information_score
-37
kb_relative_information_score
-6
kb_relative_information_score
-2
mean_absolute_error
0.441558
mean_absolute_error
0.509091
mean_absolute_error
0.488312
mean_absolute_error
0.490909
mean_absolute_error
0.462338
mean_absolute_error
0.483117
mean_absolute_error
0.514286
mean_absolute_error
0.548052
mean_absolute_error
0.507812
mean_absolute_error
0.502604
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
384 [192,192]
number_of_instances
384 [192,192]
precision
0.55854 [0.56044,0.55665]
precision
0.490957 [0.490291,0.49162]
precision
0.511654 [0.510989,0.512315]
precision
0.509085 [0.507853,0.510309]
precision
0.538299 [0.54386,0.53271]
precision
0.517308 [0.52071,0.513889]
precision
0.485714 [0.487047,0.484375]
precision
0.451914 [0.454082,0.449735]
precision
0.492177 [0.492462,0.491892]
precision
0.497295 [0.497817,0.496774]
predictive_accuracy
0.558442
predictive_accuracy
0.490909
predictive_accuracy
0.511688
predictive_accuracy
0.509091
predictive_accuracy
0.537662
predictive_accuracy
0.516883
predictive_accuracy
0.485714
predictive_accuracy
0.451948
predictive_accuracy
0.492188
predictive_accuracy
0.497396
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
recall
0.558442 [0.53125,0.585492]
recall
0.490909 [0.526042,0.455959]
recall
0.511688 [0.484375,0.53886]
recall
0.509091 [0.505208,0.512953]
recall
0.537662 [0.481865,0.59375]
recall
0.516883 [0.455959,0.578125]
recall
0.485714 [0.487047,0.484375]
recall
0.451948 [0.46114,0.442708]
recall
0.492188 [0.510417,0.473958]
recall
0.497396 [0.59375,0.401042]
relative_absolute_error
0.883117
relative_absolute_error
1.018182
relative_absolute_error
0.976623
relative_absolute_error
0.981818
relative_absolute_error
0.924675
relative_absolute_error
0.966234
relative_absolute_error
1.028571
relative_absolute_error
1.096104
relative_absolute_error
1.015625
relative_absolute_error
1.005208
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.664499
root_mean_squared_error
0.713506
root_mean_squared_error
0.698793
root_mean_squared_error
0.700649
root_mean_squared_error
0.679954
root_mean_squared_error
0.695066
root_mean_squared_error
0.717137
root_mean_squared_error
0.740305
root_mean_squared_error
0.71261
root_mean_squared_error
0.708946
root_relative_squared_error
1.328997
root_relative_squared_error
1.427012
root_relative_squared_error
1.397586
root_relative_squared_error
1.401298
root_relative_squared_error
1.359908
root_relative_squared_error
1.390132
root_relative_squared_error
1.434274
root_relative_squared_error
1.480611
root_relative_squared_error
1.425219
root_relative_squared_error
1.417892
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