DEVELOPMENT... OpenML
Run
177586

Run 177586

Task 7386 (Supervised Data Stream Classification) BNG(lymph,5000,1) Uploaded 23-02-2015 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8907
Per class
Confusion matrix
F measure
0.7864
Per class
Kappa
0.6097
KB relative information score
696761.206
Mean absolute error
0.142
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7852
Per class
Predictive accuracy
0.7968
Prior entropy
2
Recall
0.7968
Per class
Relative absolute error
0.3788
Root mean prior squared error
0.433
Root mean squared error
0.274
Root relative squared error
0.6329