Run
1831022

Run 1831022

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(2)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(2)_m33554432
moa.HoeffdingAdaptiveTree(2)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_e1000000
moa.HoeffdingAdaptiveTree(2)_g200
moa.HoeffdingAdaptiveTree(2)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(2)_c1.0E-7
moa.HoeffdingAdaptiveTree(2)_t0.05
moa.HoeffdingAdaptiveTree(2)_bfalse
moa.HoeffdingAdaptiveTree(2)_zfalse
moa.HoeffdingAdaptiveTree(2)_rfalse
moa.HoeffdingAdaptiveTree(2)_pfalse
moa.HoeffdingAdaptiveTree(2)_lNBAdaptive
moa.HoeffdingAdaptiveTree(2)_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
0.932
Per class
Confusion matrix
F measure
0.7938
Per class
Kappa
0.7324
KB relative information score
736122.5926
Mean absolute error
0.1024
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7947
Per class
Predictive accuracy
0.7938
Prior entropy
2.3219
Recall
0.7938
Per class
Relative absolute error
0.3201
Root mean prior squared error
0.4
Root mean squared error
0.249
Root relative squared error
0.6224