3836
1
Jan van Rijn
2249
Supervised Data Stream Classification
80
moa.HoeffdingTree(1)
21
trees.HoeffdingTree
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
185
baseball
https://www.openml.org/data/download/3622/dataset_189_baseball.arff
-1
7944
description
https://api.openml.org/data/download/7944/moa_task_22493328595218869039212.xml
-1
7945
predictions
https://api.openml.org/data/download/7945/openml_task_2249_predictions345772835157202567.arff
area_under_roc_curve
0.541415 [0.545597,0.470806,0.52588]
average_cost
0
confusion_matrix
[[1205,3,7],[52,4,1],[64,1,3]]
f_measure
0.870756 [0.950315,0.123077,0.075949]
kappa
0.094313
kb_relative_information_score
1059.794064
mean_absolute_error
0.117891
mean_prior_absolute_error
0.444444
number_of_instances
1340 [1215,57,68]
precision
0.862204 [0.912188,0.5,0.272727]
predictive_accuracy
0.904478
prior_entropy
1.584963
ram_hours
0.0000000021364386403477855
recall
0.904478 [0.99177,0.070175,0.044118]
relative_absolute_error
0.265254
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.244579
root_relative_squared_error
0.518831
run_cpu_time
0.198671681
total_cost
0