5226
2
Joaquin Vanschoren
2245
Supervised Data Stream Classification
93
moa.FIMTDD(1)
34
trees.FIMTDD
a
0.005
93
b
false
93
c
1.0E-7
93
d
NominalAttributeClassObserver
93
e
1000000
93
f
0.995
93
g
200
93
h
50
93
j
false
93
l
NBAdaptive
93
m
33554432
93
n
FIMTDDNumericAttributeClassObserver
93
p
false
93
q
0
93
r
false
93
s
SDRSplitCriterion
93
t
0.05
93
u
1500
93
w
0.01
93
y
150
93
z
false
93
181
yeast
https://www.openml.org/data/download/3616/dataset_185_yeast.arff
-1
10744
description
https://api.openml.org/data/download/10744/moa_task_22452509426728703091842.xml
-1
10745
predictions
https://api.openml.org/data/download/10745/openml_task_2245_predictions2655562336554004263.arff
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
average_cost
0
confusion_matrix
[[463,0,0,0,0,0,0,0,0,0],[429,0,0,0,0,0,0,0,0,0],[244,0,0,0,0,0,0,0,0,0],[163,0,0,0,0,0,0,0,0,0],[51,0,0,0,0,0,0,0,0,0],[44,0,0,0,0,0,0,0,0,0],[35,0,0,0,0,0,0,0,0,0],[30,0,0,0,0,0,0,0,0,0],[20,0,0,0,0,0,0,0,0,0],[5,0,0,0,0,0,0,0,0,0]]
f_measure
0.148386 [0.475603,0,0,0,0,0,0,0,0,0]
kappa
0
kb_relative_information_score
416.281602
mean_absolute_error
0.137601
mean_prior_absolute_error
0.18
number_of_instances
1484 [463,429,244,163,51,44,35,30,20,5]
precision
0.097341 [0.311995,0,0,0,0,0,0,0,0,0]
predictive_accuracy
0.311995
prior_entropy
3.321928
ram_hours
0
recall
0.311995 [1,0,0,0,0,0,0,0,0,0]
relative_absolute_error
0.76445
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.370946
root_relative_squared_error
1.236487
run_cpu_time
0.04
total_cost
0