Run
2358

Run 2358

Task 188 (Supervised Data Stream Classification) CovPokElec 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
0.9085
Per class
Confusion matrix
F measure
0.7904
Per class
Kappa
0.6492
KB relative information score
1161424.012
Mean absolute error
0.0532
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.7902
Per class
Predictive accuracy
0.7934
Prior entropy
3.3219
Ram hours
0.0001
Recall
0.7934
Per class
Relative absolute error
0.2954
Root mean prior squared error
0.3
Root mean squared error
0.1765
Root relative squared error
0.5883
Run CPU time
76.55