123915
2
Joaquin Vanschoren
271
Supervised Classification
predictive_accuracy
413
weka.AdaBoostM1_LWL_DecisionStump(2)
649
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.lazy.LWL -- -U 0 -K -1 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" -W weka.classifiers.trees.DecisionStump
I
20
413
P
100
413
S
1
413
W
weka.classifiers.lazy.LWL
413
A
true
414
K
-1
414
U
0
414
W
weka.classifiers.trees.DecisionStump
414
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
386924
description
https://api.openml.org/data/download/386924/weka_generated_run7817856701566956160.xml
-1
386927
model_readable
https://api.openml.org/data/download/386927/WekaModel_weka.classifiers.meta.AdaBoostM11472892736060789132.model
-1
386926
model_serialized
https://api.openml.org/data/download/386926/WekaSerialized_weka.classifiers.meta.AdaBoostM13735031654942758787.model
-1
386925
predictions
https://api.openml.org/data/download/386925/weka_generated_predictions1029854038899597240.arff
area_under_roc_curve
0.983138 [1,1,1,1,0.989667,1,1,0.982317,1,1,1,0.996953,0.985814,0.935043,0.97265,1,1,1,1]
average_cost
0
build_cpu_time
18.511
build_memory
911251592
f_measure
0.861076 [0.923077,0.888889,1,1,0.882353,1,1,0.84058,0.933333,1,0.888889,0.962963,0.153846,0.740741,0.851852,1,1,1,1]
kappa
0.852065
kb_relative_information_score
170.530156
mean_absolute_error
0.035637
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.881798 [0.857143,1,1,1,0.9375,1,1,0.90625,0.875,1,1,1,0.333333,0.588235,0.958333,1,1,1,1]
predictive_accuracy
0.866667
prior_entropy
3.857248
recall
0.866667 [1,0.8,1,1,0.833333,1,1,0.783784,1,1,0.8,0.928571,0.1,1,0.766667,1,1,1,1]
relative_absolute_error
0.371872
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.111596
root_relative_squared_error
0.510833
scimark_benchmark
940.313245 [554.6075200566928, 1011.5249537742577, 472.80575397915436, 907.7008274280431, 1754.9271701211055]
total_cost
0
area_under_roc_curve
0.983138 [1,1,1,1,0.989667,1,1,0.982317,1,1,1,0.996953,0.985814,0.935043,0.97265,1,1,1,1]
average_cost
0
build_cpu_time
18.511
build_memory
911251592
f_measure
0.861076 [0.923077,0.888889,1,1,0.882353,1,1,0.84058,0.933333,1,0.888889,0.962963,0.153846,0.740741,0.851852,1,1,1,1]
kappa
0.852065
kb_relative_information_score
170.530156
mean_absolute_error
0.035637
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
0.881798 [0.857143,1,1,1,0.9375,1,1,0.90625,0.875,1,1,1,0.333333,0.588235,0.958333,1,1,1,1]
predictive_accuracy
0.866667
prior_entropy
3.857248
recall
0.866667 [1,0.8,1,1,0.833333,1,1,0.783784,1,1,0.8,0.928571,0.1,1,0.766667,1,1,1,1]
relative_absolute_error
0.371872
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.111596
root_relative_squared_error
0.510833
total_cost
0