3009
1
Jan van Rijn
2149
Supervised Data Stream Classification
105
moa.WEKAClassifier(1)
43
meta.WEKAClassifier -l weka.classifiers.bayes.NaiveBayes
f
0
105
i
1000
105
l
weka.classifiers.bayes.NaiveBayes
105
w
0
105
253
BNG(bridges_version1)
https://www.openml.org/data/download/5618/BNG_bridges_version1.arff
-1
6275
description
https://api.openml.org/data/download/6275/moa_task_21495250568994866871671.xml
-1
6276
predictions
https://api.openml.org/data/download/6276/openml_task_2149_predictions7458138259363142910.arff
area_under_roc_curve
0.924056 [0.979882,0.84887,0.940983,0.8974,0.852599,0.956861]
average_cost
0
confusion_matrix
[[131025,5787,6193,5078,423,1146],[14282,38235,30575,11465,8153,2378],[8295,12819,381136,9850,7726,3313],[2047,9350,24646,65165,13399,7626],[1918,6754,31040,14389,36437,14143],[1098,4576,4896,9040,10472,65125]]
f_measure
0.70381 [0.849937,0.418764,0.845442,0.549406,0.401973,0.68938]
kappa
0.614947
kb_relative_information_score
662991.187661
mean_absolute_error
0.114489
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [149652,105088,423139,122233,104681,95207]
precision
0.697673 [0.825796,0.493221,0.796546,0.566716,0.475617,0.694807]
predictive_accuracy
0.717123
prior_entropy
2.584963
ram_hours
0.0000008249239785665025
recall
0.717123 [0.875531,0.363838,0.900735,0.533121,0.348077,0.684036]
relative_absolute_error
0.41216
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.256959
root_relative_squared_error
0.689494
run_cpu_time
16.94631162
total_cost
0