Run
1831287

Run 1831287

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(7)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(7)_o5
moa.HoeffdingOptionTree(7)_m33554432
moa.HoeffdingOptionTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(7)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(7)_e1000000
moa.HoeffdingOptionTree(7)_g200
moa.HoeffdingOptionTree(7)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(7)_c1.0E-7
moa.HoeffdingOptionTree(7)_w0.1
moa.HoeffdingOptionTree(7)_t0.05
moa.HoeffdingOptionTree(7)_bfalse
moa.HoeffdingOptionTree(7)_rfalse
moa.HoeffdingOptionTree(7)_pfalse
moa.HoeffdingOptionTree(7)_z2
moa.HoeffdingOptionTree(7)_lNBAdaptive
moa.HoeffdingOptionTree(7)_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
0.8168
Per class
Confusion matrix
F measure
0.5586
Per class
Kappa
0.4271
KB relative information score
414959.5255
Mean absolute error
0.2199
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5632
Per class
Predictive accuracy
0.5628
Prior entropy
2.3219
Recall
0.5628
Per class
Relative absolute error
0.6871
Root mean prior squared error
0.4
Root mean squared error
0.3366
Root relative squared error
0.8416