1407
1
Jan van Rijn
124
Supervised Data Stream Classification
106
moa.WEKAClassifier_LinearRegression(1)
44
meta.WEKAClassifier -l (weka.classifiers.functions.LinearRegression -S 0 -R 1.0E-8)
f
0
106
i
1000
106
l
weka.classifiers.functions.LinearRegression
106
w
0
106
R
1.0E-8
107
S
0
107
74
BNG(letter,nominal,1000000)
https://www.openml.org/data/download/1722/BayesianNetworkGenerator_letter_small.arff
-1
2976
description
https://api.openml.org/data/download/2976/moa_task_1245105258892361335460.xml
-1
2977
predictions
https://api.openml.org/data/download/2977/openml_task_124_predictions3602015920937524707.arff
area_under_roc_curve
0.500006 [0.500072,0.49994,0.500013,0.500046,0.499964,0.500058,0.500004,0.499876,0.500033,0.499922,0.499969,0.500004,0.500082,0.500124,0.499923,0.499973,0.49995,0.500019,0.50012,0.499802,0.499964,0.500066,0.50006,0.500063,0.500121,0.499979]
average_cost
0
confusion_matrix
[[39455,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38406,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37045,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40459,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38701,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38682,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38712,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[36759,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37611,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37188,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37696,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[39766,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38768,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37601,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40090,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38756,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37604,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37382,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40380,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[40828,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38153,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[37680,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[39263,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[38916,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[36483,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]]
f_measure
0.002995 [0.075915,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
kappa
0
kb_relative_information_score
27869.662504
mean_absolute_error
0.073888
mean_prior_absolute_error
0.073964
number_of_instances
1000000 [39455,38406,37045,40459,38701,38682,38712,36759,37611,37616,37188,37696,39766,38768,37601,40090,38756,37604,37382,40380,40828,38153,37680,39263,38916,36483]
precision
0.001557 [0.039455,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
predictive_accuracy
0.039455
prior_entropy
4.70044
ram_hours
0.0020419700092325606
recall
0.039455 [1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
relative_absolute_error
0.998962
root_mean_prior_squared_error
0.192308
root_mean_squared_error
0.271755
root_relative_squared_error
1.413126
run_cpu_time
72.5
total_cost
0