Run
1831084

Run 1831084

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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.

18 Evaluation measures

Area under ROC curve
0.8799
Per class
Confusion matrix
F measure
0.5099
Per class
Kappa
0.4624
KB relative information score
480458.2542
Mean absolute error
0.1194
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.5095
Per class
Predictive accuracy
0.5161
Prior entropy
3.3219
Recall
0.5161
Per class
Relative absolute error
0.6636
Root mean prior squared error
0.3
Root mean squared error
0.2469
Root relative squared error
0.823