Run
5521

Run 5521

Task 2246 (Supervised Data Stream Classification) satimage Uploaded 01-05-2014 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
0.9165
Per class
Confusion matrix
F measure
0.7998
Per class
Kappa
0.7455
KB relative information score
4971.9598
Mean absolute error
0.0694
Mean prior absolute error
0.2778
Number of instances
6430
Per class
Precision
0.8163
Per class
Predictive accuracy
0.7919
Prior entropy
2.585
Ram hours
0
Recall
0.7919
Per class
Relative absolute error
0.2499
Root mean prior squared error
0.3727
Root mean squared error
0.2579
Root relative squared error
0.692
Run CPU time
0.4674