177751
1
Jan van Rijn
7341
Supervised Data Stream Classification
1132
moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1)
1898
meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.JRip -F 3 -N 2.0 -O 2 -S 1)) -c 1000
F
3
59
N
2.0
59
O
2
59
S
1
59
l
weka.classifiers.rules.JRip
1124
w
0
1124
i
1000
1124
f
0
1124
l
moa.classifiers.meta.WEKAClassifier
1132
n
15.0
1132
r
30.0
1132
c
1000
1132
f
10
1132
Moa
1363
BNG(anneal.ORIG,5000,1)
https://www.openml.org/data/download/583186/BNG_anneal.ORIG_5000_1.arff
-1
585116
description
https://api.openml.org/data/download/585116/moa_task_73417032175677547104339.xml
-1
585117
predictions
https://api.openml.org/data/download/585117/openml_task_7341_predictions9084017256410894907.arff
area_under_roc_curve
0.969878 [0.862843,0.982707,0.97024,0.620818,0.979436,0.943276]
average_cost
0
confusion_matrix
[[3632,1199,3551,0,837,239],[363,95726,11994,2,1320,935],[1130,9591,741884,1,3791,3255],[44,80,341,2,44,44],[272,660,9265,0,63570,1117],[229,1113,22933,1,1058,19777]]
f_measure
0.919255 [0.480169,0.875373,0.957504,0.00713,0.87379,0.561225]
kappa
0.802312
kb_relative_information_score
894657.256362
mean_absolute_error
0.041791
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [9458,110340,759652,555,74884,45111]
precision
0.919702 [0.640564,0.883334,0.939132,0.333333,0.90017,0.779635]
predictive_accuracy
0.924591
prior_entropy
2.584963
recall
0.924591 [0.384014,0.867555,0.97661,0.003604,0.848913,0.438407]
relative_absolute_error
0.150449
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.139578
root_relative_squared_error
0.374527
total_cost
0