Run
4339

Run 4339

Task 2221 (Supervised Data Stream Classification) vehicle Uploaded 30-04-2014 by Joaquin Vanschoren
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.6838
Per class
Confusion matrix
F measure
0.3382
Per class
Kappa
0.1702
KB relative information score
182.7217
Mean absolute error
0.328
Mean prior absolute error
0.375
Number of instances
846
Per class
Precision
0.3648
Per class
Predictive accuracy
0.3735
Prior entropy
2
Recall
0.3735
Per class
Relative absolute error
0.8746
Root mean prior squared error
0.433
Root mean squared error
0.4264
Root relative squared error
0.9848
Run CPU time
0.03