177556
1
Jan van Rijn
7388
Supervised Data Stream Classification
92
moa.ASHoeffdingTree(1)
33
trees.ASHoeffdingTree
b
false
92
c
1.0E-7
92
d
NominalAttributeClassObserver
92
e
1000000
92
g
200
92
l
NBAdaptive
92
m
33554432
92
n
GaussianNumericAttributeClassObserver
92
p
false
92
q
0
92
r
false
92
s
InfoGainSplitCriterion
92
t
0.05
92
z
false
92
Moa
1407
BNG(lymph,5000,10)
https://www.openml.org/data/download/584486/BNG_lymph_5000_10.arff
-1
584698
description
https://api.openml.org/data/download/584698/moa_task_73882710425761614668915.xml
-1
584699
predictions
https://api.openml.org/data/download/584699/openml_task_7388_predictions6647863162014722774.arff
area_under_roc_curve
0.820069 [0.78828,0.824807,0.818399,0.775012]
average_cost
0
confusion_matrix
[[1556,7021,7656,275],[1772,424380,114694,2649],[2348,114690,289644,2990],[275,13384,12817,3849]]
f_measure
0.710732 [0.138564,0.769522,0.694188,0.192028]
kappa
0.461993
kb_relative_information_score
616435.971411
mean_absolute_error
0.175979
mean_prior_absolute_error
0.375
number_of_instances
1000000 [16508,543495,409672,30325]
precision
0.707852 [0.261469,0.758533,0.681819,0.394244]
predictive_accuracy
0.719429
prior_entropy
2
recall
0.719429 [0.094257,0.780835,0.707014,0.126925]
relative_absolute_error
0.469277
root_mean_prior_squared_error
0.433013
root_mean_squared_error
0.313385
root_relative_squared_error
0.723731
total_cost
0