Run
5165

Run 5165

Task 2174 (Supervised Data Stream Classification) letter Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9482
Per class
Confusion matrix
F measure
0.6321
Per class
Kappa
0.6199
KB relative information score
13572.6896
Mean absolute error
0.0325
Mean prior absolute error
0.074
Number of instances
20000
Per class
Precision
0.6469
Per class
Predictive accuracy
0.6346
Prior entropy
4.7004
Recall
0.6346
Per class
Relative absolute error
0.4399
Root mean prior squared error
0.1923
Root mean squared error
0.1422
Root relative squared error
0.7395
Run CPU time
3.84