Run
1830999

Run 1830999

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(4)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(4)_m33554432
moa.ASHoeffdingTree(4)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(4)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(4)_e1000000
moa.ASHoeffdingTree(4)_g200
moa.ASHoeffdingTree(4)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(4)_c1.0E-7
moa.ASHoeffdingTree(4)_t0.05
moa.ASHoeffdingTree(4)_bfalse
moa.ASHoeffdingTree(4)_zfalse
moa.ASHoeffdingTree(4)_rfalse
moa.ASHoeffdingTree(4)_pfalse
moa.ASHoeffdingTree(4)_lNBAdaptive
moa.ASHoeffdingTree(4)_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
0.9418
Per class
Confusion matrix
F measure
0.9394
Per class
Kappa
0.8082
KB relative information score
814713.6957
Mean absolute error
0.1018
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.945
Per class
Predictive accuracy
0.9425
Prior entropy
1
Recall
0.9425
Per class
Relative absolute error
0.2036
Root mean prior squared error
0.5
Root mean squared error
0.225
Root relative squared error
0.4499