Run
2550

Run 2550

Task 126 (Supervised Data Stream Classification) BNG(lymph,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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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.

20 Evaluation measures

Area under ROC curve
0.9331
Per class
Confusion matrix
F measure
0.8456
Per class
Kappa
0.7126
KB relative information score
767002.8598
Mean absolute error
0.1112
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8461
Per class
Predictive accuracy
0.8491
Prior entropy
2
Ram hours
0
Recall
0.8491
Per class
Relative absolute error
0.2965
Root mean prior squared error
0.433
Root mean squared error
0.2372
Root relative squared error
0.5478
Run CPU time
18.02