3032
1
Jan van Rijn
2150
Supervised Data Stream Classification
103
moa.WEKAClassifier_OneR(1)
42
meta.WEKAClassifier -l (weka.classifiers.rules.OneR -B 6)
f
0
103
i
1000
103
l
weka.classifiers.rules.OneR
103
w
0
103
B
6
104
254
BNG(mfeat-zernike)
https://www.openml.org/data/download/5629/BNG_mfeat-zernike.arff
-1
6321
description
https://api.openml.org/data/download/6321/moa_task_21507503394553542455122.xml
-1
6322
predictions
https://api.openml.org/data/download/6322/openml_task_2150_predictions4935936174575288512.arff
area_under_roc_curve
0.55839 [0.519701,0.6804,0.553496,0.520032,0.534667,0.509074,0.505156,0.690889,0.563612,0.506691]
average_cost
0
confusion_matrix
[[13735,5899,9419,6630,8839,11583,5483,16548,18850,3002],[4472,44596,1492,1244,8416,5779,1236,3032,29008,1001],[8333,1041,19155,10896,1791,6400,4786,40473,5704,1406],[11609,1570,15556,9705,4210,9076,5639,30166,10462,2117],[11261,13534,4436,3516,14672,12558,3538,7185,26618,2511],[12275,9451,7984,5614,10370,11175,4616,14913,20762,2755],[12820,9791,7213,5409,10688,12011,4986,12228,21965,2774],[3604,792,22593,11406,494,3004,2556,53341,1820,316],[9362,23831,1561,1629,14505,11210,2538,2709,30223,2229],[14467,9937,5980,4848,10739,12677,5182,9942,23143,3374]]
f_measure
0.183371 [0.13604,0.404099,0.196085,0.120554,0.159,0.114388,0.071003,0.367283,0.209626,0.055414]
kappa
0.11666
kb_relative_information_score
168523.192204
mean_absolute_error
0.159008
mean_prior_absolute_error
0.18
number_of_instances
1000000 [99988,100276,99985,100110,99829,99915,99885,99926,99797,100289]
precision
0.187615 [0.134739,0.37027,0.200809,0.159367,0.173174,0.117049,0.122929,0.279951,0.160287,0.15704]
predictive_accuracy
0.204962
prior_entropy
3.321928
ram_hours
0.0000025367559865117072
recall
0.204962 [0.137366,0.444733,0.191579,0.096943,0.146971,0.111845,0.049917,0.533805,0.302845,0.033643]
relative_absolute_error
0.883377
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.398645
root_relative_squared_error
1.328817
run_cpu_time
21.85
total_cost
0