Run
528652

Run 528652

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 03-03-2016 by Joaquin Vanschoren
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Flow

moa.HoeffdingOptionTree(6)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(6)_o5
moa.HoeffdingOptionTree(6)_m33554432
moa.HoeffdingOptionTree(6)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(6)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(6)_e1000000
moa.HoeffdingOptionTree(6)_g200
moa.HoeffdingOptionTree(6)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(6)_c1.0E-7
moa.HoeffdingOptionTree(6)_w0.1
moa.HoeffdingOptionTree(6)_t0.05
moa.HoeffdingOptionTree(6)_bfalse
moa.HoeffdingOptionTree(6)_rfalse
moa.HoeffdingOptionTree(6)_pfalse
moa.HoeffdingOptionTree(6)_z2
moa.HoeffdingOptionTree(6)_lNBAdaptive
moa.HoeffdingOptionTree(6)_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
0.9425
Per class
Confusion matrix
F measure
0.8062
Per class
Kappa
0.7492
KB relative information score
745937.0928
Mean absolute error
0.0991
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8062
Per class
Predictive accuracy
0.8066
Prior entropy
2.3219
Recall
0.8066
Per class
Relative absolute error
0.3098
Root mean prior squared error
0.4
Root mean squared error
0.2397
Root relative squared error
0.5992