Run
3668

Run 3668

Task 2189 (Supervised Data Stream Classification) car Uploaded 30-04-2014 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
0.9666
Per class
Confusion matrix
F measure
0.7893
Per class
Kappa
0.5439
KB relative information score
1333.8203
Mean absolute error
0.1025
Mean prior absolute error
0.375
Number of instances
1728
Per class
Precision
0.8087
Per class
Predictive accuracy
0.82
Prior entropy
2
Ram hours
0
Recall
0.82
Per class
Relative absolute error
0.2733
Root mean prior squared error
0.433
Root mean squared error
0.2423
Root relative squared error
0.5595
Run CPU time
0.01