3552
1
Jan van Rijn
2219
Supervised Data Stream Classification
94
moa.HoeffdingAdaptiveTree(1)
35
trees.HoeffdingAdaptiveTree
b
false
94
c
1.0E-7
94
d
NominalAttributeClassObserver
94
e
1000000
94
g
200
94
l
NBAdaptive
94
m
33554432
94
n
GaussianNumericAttributeClassObserver
94
p
false
94
q
0
94
r
false
94
s
InfoGainSplitCriterion
94
t
0.05
94
z
false
94
52
trains
https://www.openml.org/data/download/52/dataset_52_trains.arff
-1
7376
description
https://api.openml.org/data/download/7376/moa_task_22198834090166255121489.xml
-1
7377
predictions
https://api.openml.org/data/download/7377/openml_task_2219_predictions5099119969625773546.arff
area_under_roc_curve
0.7 [0.7,0.7]
average_cost
0
confusion_matrix
[[5,0],[3,2]]
f_measure
0.67033 [0.769231,0.571429]
kappa
0.4
kb_relative_information_score
3.93235
mean_absolute_error
0.304586
mean_prior_absolute_error
0.5
number_of_instances
10 [5,5]
precision
0.8125 [0.625,1]
predictive_accuracy
0.7
prior_entropy
1
ram_hours
0
recall
0.7 [1,0.4]
relative_absolute_error
0.609171
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.547906
root_relative_squared_error
1.095812
run_cpu_time
0
total_cost
0