Run
3529

Run 3529

Task 2189 (Supervised Data Stream Classification) car Uploaded 30-04-2014 by Jan van Rijn
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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
0.8422
Per class
Confusion matrix
F measure
0.6179
Per class
Kappa
0.1051
KB relative information score
1130.8472
Mean absolute error
0.152
Mean prior absolute error
0.375
Number of instances
1728
Per class
Precision
0.5994
Per class
Predictive accuracy
0.7025
Prior entropy
2
Recall
0.7025
Per class
Relative absolute error
0.4053
Root mean prior squared error
0.433
Root mean squared error
0.3041
Root relative squared error
0.7022