Run
2953

Run 2953

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 29-04-2014 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
0.6988
Per class
Confusion matrix
F measure
0.5274
Per class
Kappa
0.2675
KB relative information score
12769.1608
Mean absolute error
0.3767
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5271
Per class
Predictive accuracy
0.5278
Prior entropy
1.585
Ram hours
0
Recall
0.5278
Per class
Relative absolute error
0.8476
Root mean prior squared error
0.4714
Root mean squared error
0.4399
Root relative squared error
0.9332
Run CPU time
0.4524