Run
528664

Run 528664

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 03-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(6)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(6)_o5
moa.HoeffdingOptionTree(6)_m33554432
moa.HoeffdingOptionTree(6)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(6)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(6)_e1000000
moa.HoeffdingOptionTree(6)_g200
moa.HoeffdingOptionTree(6)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(6)_c1.0E-7
moa.HoeffdingOptionTree(6)_w0.1
moa.HoeffdingOptionTree(6)_t0.05
moa.HoeffdingOptionTree(6)_bfalse
moa.HoeffdingOptionTree(6)_rfalse
moa.HoeffdingOptionTree(6)_pfalse
moa.HoeffdingOptionTree(6)_z2
moa.HoeffdingOptionTree(6)_lNBAdaptive
moa.HoeffdingOptionTree(6)_q0

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
0.8606
Per class
Confusion matrix
F measure
0.6448
Per class
Kappa
0.5459
KB relative information score
527174.0583
Mean absolute error
0.2142
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6439
Per class
Predictive accuracy
0.6594
Prior entropy
2
Recall
0.6594
Per class
Relative absolute error
0.5712
Root mean prior squared error
0.433
Root mean squared error
0.3419
Root relative squared error
0.7895