2909
1
Jan van Rijn
2150
Supervised Data Stream Classification
78
moa.NaiveBayes(1)
19
bayes.NaiveBayes
254
BNG(mfeat-zernike)
https://www.openml.org/data/download/5629/BNG_mfeat-zernike.arff
-1
6075
description
https://api.openml.org/data/download/6075/moa_task_21501533446545691575854.xml
-1
6076
predictions
https://api.openml.org/data/download/6076/openml_task_2150_predictions8230770899222435850.arff
area_under_roc_curve
0.950268 [0.972154,0.966309,0.98055,0.965574,0.956757,0.92281,0.893116,0.990291,0.951752,0.903406]
average_cost
0
confusion_matrix
[[82105,53,187,238,125,5790,2159,6,9086,239],[126,75583,529,1281,9731,2723,4016,1102,2876,2309],[430,616,82262,5116,451,5702,1365,1384,2506,153],[97,1513,7176,72440,2110,5653,3578,5300,643,1600],[188,8397,228,2199,70277,4462,5956,2227,1866,4029],[2872,2429,6620,5523,3585,60985,6184,1218,8789,1710],[328,3237,881,3194,5656,5829,49471,1285,3617,26387],[3,539,1239,5245,2493,989,603,88306,2,507],[12478,852,1412,387,303,6974,3625,18,73070,678],[222,3072,547,2999,6701,5551,42007,1333,2655,35202]]
f_measure
0.688219 [0.825852,0.76903,0.818259,0.729022,0.698367,0.596217,0.452102,0.873863,0.713202,0.406717]
kappa
0.655228
kb_relative_information_score
711776.332132
mean_absolute_error
0.065452
mean_prior_absolute_error
0.18
number_of_instances
1000000 [99988,100276,99985,100110,99829,99915,99885,99926,99797,100289]
precision
0.68981 [0.83061,0.784944,0.813823,0.734522,0.692848,0.582707,0.415848,0.864228,0.695176,0.483451]
predictive_accuracy
0.689701
prior_entropy
3.321928
ram_hours
0.0000012179680582549834
recall
0.689701 [0.821149,0.75375,0.822743,0.723604,0.703974,0.610369,0.49528,0.883714,0.732186,0.351006]
relative_absolute_error
0.363625
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.215996
root_relative_squared_error
0.719988
run_cpu_time
96.46
total_cost
0