524362
1
Jan van Rijn
6706
Supervised Data Stream Classification
2687
moa.OzaBag_HoeffdingTree(5)
3537
meta.OzaBag -s 16
l
moa.classifiers.trees.HoeffdingTree
2687
s
16
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
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
1798283
description
https://api.openml.org/data/download/1798283/moa_task_67061793898223423153465.xml
-1
1798284
predictions
https://api.openml.org/data/download/1798284/openml_task_6706_predictions4869573361955384025.arff
area_under_roc_curve
0.96768 [0.988547,0.984752,0.9803,0.904586,0.944745,0.963893]
average_cost
0
confusion_matrix
[[222910,2850,4837,1283,6135,376],[1936,98691,956,1745,5609,466],[2373,2055,194080,8706,2830,1127],[1464,1638,18238,53767,4619,16776],[5740,8031,1648,5074,79648,10256],[1158,1056,4912,25651,9268,192091]]
f_measure
0.840743 [0.940604,0.882257,0.890598,0.557957,0.729023,0.843933]
kappa
0.804153
kb_relative_information_score
807432.129328
mean_absolute_error
0.069591
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.841111 [0.946214,0.86328,0.863841,0.558758,0.736738,0.868828]
predictive_accuracy
0.841187
prior_entropy
2.584963
recall
0.841187 [0.93506,0.902087,0.919066,0.557159,0.721469,0.820425]
relative_absolute_error
0.250526
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.196521
root_relative_squared_error
0.527322
total_cost
0