525462
2
Joaquin Vanschoren
6706
Supervised Data Stream Classification
2687
moa.OzaBag_HoeffdingTree(5)
3550
meta.OzaBag -s 128
l
moa.classifiers.trees.HoeffdingTree
2687
s
128
2687
r
1
2687
m
33554432
2688
n
GaussianNumericAttributeClassObserver
2688
d
NominalAttributeClassObserver
2688
e
1000000
2688
g
200
2688
s
InfoGainSplitCriterion
2688
c
1.0E-7
2688
t
0.05
2688
b
false
2688
z
false
2688
r
false
2688
p
false
2688
l
NBAdaptive
2688
q
0
2688
Moa
study_16
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
1800536
description
https://api.openml.org/data/download/1800536/moa_task_67067699917695946043754.xml
-1
1800537
predictions
https://api.openml.org/data/download/1800537/openml_task_6706_predictions776560269167896976.arff
area_under_roc_curve
0.973335 [0.991599,0.989564,0.984524,0.915483,0.953786,0.970126]
average_cost
0
confusion_matrix
[[223570,2613,4647,1218,5983,360],[1817,99158,939,1669,5374,446],[2190,2072,194663,8394,2828,1024],[1392,1566,18100,54070,4670,16704],[5709,8039,1597,4978,79810,10264],[1055,1004,4801,24906,8883,193487]]
f_measure
0.844137 [0.943087,0.885913,0.893118,0.564002,0.732387,0.847844]
kappa
0.808512
kb_relative_information_score
809007.860544
mean_absolute_error
0.069649
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.844295 [0.948403,0.866372,0.866143,0.567753,0.742087,0.870446]
predictive_accuracy
0.844758
prior_entropy
2.584963
recall
0.844758 [0.937829,0.906355,0.921826,0.560299,0.722936,0.826387]
relative_absolute_error
0.250738
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.192792
root_relative_squared_error
0.517316
total_cost
0