Run
1810

Run 1810

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 23-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.8662
Per class
Confusion matrix
F measure
0.9196
Per class
Kappa
0.1492
KB relative information score
828600.0126
Mean absolute error
0.0927
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9199
Per class
Predictive accuracy
0.9398
Prior entropy
1
Ram hours
0
Recall
0.9398
Per class
Relative absolute error
0.1855
Root mean prior squared error
0.5
Root mean squared error
0.2178
Root relative squared error
0.4357
Run CPU time
17.8