177786
1
Jan van Rijn
7341
Supervised Data Stream Classification
1145
moa.LeveragingBag_NaiveBayes(1)
1907
meta.LeveragingBag -l bayes.NaiveBayes
l
moa.classifiers.bayes.NaiveBayes
1145
s
10
1145
w
6.0
1145
a
0.002
1145
o
false
1145
m
LeveragingBag
1145
r
1
1145
Moa
1363
BNG(anneal.ORIG,5000,1)
https://www.openml.org/data/download/583186/BNG_anneal.ORIG_5000_1.arff
-1
585186
description
https://api.openml.org/data/download/585186/moa_task_73416323653307958986026.xml
-1
585187
predictions
https://api.openml.org/data/download/585187/openml_task_7341_predictions1109257833400372955.arff
area_under_roc_curve
0.939139 [0.978311,0.966066,0.932318,0.97216,0.965926,0.935055]
average_cost
0
confusion_matrix
[[6670,628,929,117,850,264],[4229,88140,14461,114,2116,1280],[10283,22217,698571,1318,8202,19061],[224,0,39,240,40,12],[1624,1466,16317,155,54190,1132],[1561,518,20180,138,1406,21308]]
f_measure
0.8728 [0.391788,0.789399,0.925168,0.182025,0.76492,0.48335]
kappa
0.680965
kb_relative_information_score
849283.213359
mean_absolute_error
0.052948
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [9458,110340,759652,555,74884,45111]
precision
0.87888 [0.271237,0.780214,0.930811,0.115274,0.811179,0.494879]
predictive_accuracy
0.869119
prior_entropy
2.584963
recall
0.869119 [0.705223,0.798804,0.919593,0.432432,0.723653,0.472346]
relative_absolute_error
0.190614
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.18397
root_relative_squared_error
0.493643
total_cost
0