256143
2
Joaquin Vanschoren
271
Supervised Classification
predictive_accuracy
1191
weka.LogitBoost_DecisionStump(3)
2042
weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 20 -W weka.classifiers.trees.DecisionStump
P
100
1191
L
-1.7976931348623157E308
1191
H
1.0
1191
Z
3.0
1191
O
1
1191
E
1
1191
S
1
1191
I
20
1191
W
weka.classifiers.trees.DecisionStump
1191
weka
weka_3.7.12
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
856230
description
https://api.openml.org/data/download/856230/weka_generated_run7585506663266984066.xml
-1
856233
model_readable
https://api.openml.org/data/download/856233/WekaModel_weka.classifiers.meta.LogitBoost4282097160673127520.model
-1
856232
model_serialized
https://api.openml.org/data/download/856232/WekaSerialized_weka.classifiers.meta.LogitBoost912319058460173189.model
-1
856231
predictions
https://api.openml.org/data/download/856231/weka_generated_predictions7577130337466450826.arff
area_under_roc_curve
0.994972 [1,1,1,1,1,1,1,0.9977,1,1,1,1,1,0.984444,0.980684,1,1,1,1]
average_cost
0
f_measure
0.922965 [1,1,1,1,1,1,1,0.923077,1,1,1,1,0.75,0.813559,0.786885,1,1,1,1]
kappa
0.916243
kb_relative_information_score
207.906264
mean_absolute_error
0.009017
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.92685 [1,1,1,1,1,1,1,0.878049,1,1,1,1,1,0.827586,0.774194,1,1,1,1]
predictive_accuracy
0.924444
prior_entropy
3.857248
recall
0.924444 [1,1,1,1,1,1,1,0.972973,1,1,1,1,0.6,0.8,0.8,1,1,1,1]
relative_absolute_error
0.094088
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.072488
root_relative_squared_error
0.331814
scimark_benchmark
1311.183661 [790.32198750939, 962.7554323758649, 543.5291474252327, 1107.0271242196145, 3152.2846134678807]
total_cost
0
usercpu_time_millis
280
usercpu_time_millis_testing
0
usercpu_time_millis_training
280
area_under_roc_curve
0.994972 [1,1,1,1,1,1,1,0.9977,1,1,1,1,1,0.984444,0.980684,1,1,1,1]
average_cost
0
f_measure
0.922965 [1,1,1,1,1,1,1,0.923077,1,1,1,1,0.75,0.813559,0.786885,1,1,1,1]
kappa
0.916243
kb_relative_information_score
207.906264
mean_absolute_error
0.009017
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
precision
0.92685 [1,1,1,1,1,1,1,0.878049,1,1,1,1,1,0.827586,0.774194,1,1,1,1]
predictive_accuracy
0.924444
prior_entropy
3.857248
recall
0.924444 [1,1,1,1,1,1,1,0.972973,1,1,1,1,0.6,0.8,0.8,1,1,1,1]
relative_absolute_error
0.094088
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.072488
root_relative_squared_error
0.331814
total_cost
0
usercpu_time_millis
210
usercpu_time_millis_testing
0
usercpu_time_millis_training
210