2999
1
Jan van Rijn
2133
Supervised Data Stream Classification
87
moa.OzaBoostAdwin_HoeffdingTree(1)
28
meta.OzaBoostAdwin
b
false
80
c
1.0E-7
80
d
NominalAttributeClassObserver
80
e
1000000
80
g
200
80
l
NBAdaptive
80
m
33554432
80
n
GaussianNumericAttributeClassObserver
80
p
false
80
q
0
80
r
false
80
s
InfoGainSplitCriterion
80
t
0.05
80
z
false
80
a
0.002
87
e
false
87
l
moa.classifiers.trees.HoeffdingTree
87
o
false
87
p
false
87
r
1
87
s
10
87
250
BNG(mfeat-fourier)
https://www.openml.org/data/download/5599/BNG_mfeat-fourier.arff
-1
6255
description
https://api.openml.org/data/download/6255/moa_task_21335415548291207716393.xml
-1
6256
predictions
https://api.openml.org/data/download/6256/openml_task_2133_predictions6073279619044646205.arff
area_under_roc_curve
0.983939 [0.999094,0.983002,0.995244,0.990975,0.985546,0.992178,0.950114,0.996399,0.998618,0.948315]
average_cost
0
confusion_matrix
[[97700,197,494,41,65,43,26,4,1535,37],[55,84396,5678,2242,2237,361,1295,2094,472,1083],[132,5245,92088,330,450,33,129,775,162,186],[34,2345,361,89101,3573,2109,817,350,69,959],[31,1745,249,2732,86466,4487,1496,1009,34,1893],[29,438,43,2427,4031,90032,1270,26,51,1771],[29,1420,118,820,1570,1415,57892,423,128,35889],[6,1566,902,467,1478,25,964,93568,18,1067],[867,780,383,83,61,24,171,8,97607,173],[31,1271,99,865,2109,1700,35617,461,108,58254]]
f_measure
0.847324 [0.981633,0.846856,0.921133,0.896271,0.855328,0.898761,0.580717,0.941427,0.974409,0.577267]
kappa
0.830115
kb_relative_information_score
804559.550694
mean_absolute_error
0.060377
mean_prior_absolute_error
0.18
number_of_instances
1000000 [100142,99913,99530,99718,100142,100118,99704,100061,100157,100515]
precision
0.847583 [0.987727,0.849029,0.917074,0.899029,0.847374,0.898263,0.580796,0.947831,0.974277,0.574996]
predictive_accuracy
0.847104
prior_entropy
3.321928
ram_hours
0.07335366601555718
recall
0.847104 [0.975615,0.844695,0.925229,0.89353,0.863434,0.899259,0.580639,0.93511,0.97454,0.579555]
relative_absolute_error
0.335428
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.155035
root_relative_squared_error
0.516782
run_cpu_time
2476.438660863
total_cost
0