Run
2247

Run 2247

Task 168 (Supervised Data Stream Classification) BNG(cylinder-bands,nominal,1000000) Uploaded 24-04-2014 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
0.7
Per class
Confusion matrix
F measure
0.6893
Per class
Kappa
0.3686
KB relative information score
338119.7022
Mean absolute error
0.3352
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.693
Per class
Predictive accuracy
0.6879
Prior entropy
1
Ram hours
0.3541
Recall
0.6879
Per class
Relative absolute error
0.6704
Root mean prior squared error
0.5
Root mean squared error
0.5252
Root relative squared error
1.0505
Run CPU time
1151.99