2645
1
Jan van Rijn
131
Supervised Data Stream Classification
108
moa.WEKAClassifier_SMO_PolyKernel(1)
45
meta.WEKAClassifier -l (weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -C 250007 -E 1.0")
f
0
108
i
1000
108
l
weka.classifiers.functions.SMO
108
w
0
108
C
250007
110
E
1.0
110
C
1.0
109
K
weka.classifiers.functions.supportVector.PolyKernel
109
L
0.001
109
N
0
109
P
1.0E-12
109
V
-1
109
W
1
109
117
BNG(bridges_version2,nominal,1000000)
https://www.openml.org/data/download/1837/BayesianNetworkGenerator_bridges_version2.arff
-1
5522
description
https://api.openml.org/data/download/5522/moa_task_1317430106558227103876.xml
-1
5523
predictions
https://api.openml.org/data/download/5523/openml_task_131_predictions5664217522547073666.arff
area_under_roc_curve
0.883662 [0.973567,0.819301,0.898926,0.813724,0.787306,0.940551]
average_cost
0
confusion_matrix
[[136448,6088,4935,937,695,1284],[10435,54249,21757,8694,8301,1454],[9995,18032,361754,8335,21675,2920],[4211,14145,21185,57655,16030,9142],[3410,9758,23096,13136,45915,9231],[2072,4576,4232,9642,9025,65551]]
f_measure
0.716972 [0.860985,0.512416,0.841611,0.522315,0.445372,0.709887]
kappa
0.627695
kb_relative_information_score
321260.05023
mean_absolute_error
0.233387
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [150387,104890,422711,122368,104546,95098]
precision
0.714918 [0.819158,0.507721,0.82789,0.585931,0.451737,0.731743]
predictive_accuracy
0.721572
prior_entropy
2.584963
ram_hours
0.0000021256525069475174
recall
0.721572 [0.907312,0.517199,0.855795,0.471161,0.439185,0.689299]
relative_absolute_error
0.840194
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.326691
root_relative_squared_error
0.876605
run_cpu_time
28.17
total_cost
0