Run
5197

Run 5197

Task 2221 (Supervised Data Stream Classification) vehicle 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
0.7472
Per class
Confusion matrix
F measure
0.3636
Per class
Kappa
0.2248
KB relative information score
264.1157
Mean absolute error
0.29
Mean prior absolute error
0.375
Number of instances
846
Per class
Precision
0.4528
Per class
Predictive accuracy
0.4137
Prior entropy
2
Recall
0.4137
Per class
Relative absolute error
0.7734
Root mean prior squared error
0.433
Root mean squared error
0.4765
Root relative squared error
1.1005
Run CPU time
0.04