Run
57623

Run 57623

Task 6705 (Supervised Data Stream Classification) BNG(adult) Uploaded 13-11-2014 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
0.9008
Per class
Confusion matrix
F measure
0.8534
Per class
Kappa
0.5896
KB relative information score
633764.7053
Mean absolute error
0.1929
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8521
Per class
Predictive accuracy
0.8571
Prior entropy
1
Recall
0.8571
Per class
Relative absolute error
0.3857
Root mean prior squared error
0.5
Root mean squared error
0.3208
Root relative squared error
0.6416