Run
178980

Run 178980

Task 7354 (Supervised Data Stream Classification) BNG(kr-vs-kp,10000,5) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.9865
Per class
Confusion matrix
F measure
0.9518
Per class
Kappa
0.9035
KB relative information score
878431.9782
Mean absolute error
0.0644
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9518
Per class
Predictive accuracy
0.9518
Prior entropy
1
Recall
0.9518
Per class
Relative absolute error
0.1288
Root mean prior squared error
0.5
Root mean squared error
0.1954
Root relative squared error
0.3908