Run
528645

Run 528645

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 03-03-2016 by Jan van Rijn
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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
0.9279
Per class
Confusion matrix
F measure
0.7749
Per class
Kappa
0.7096
KB relative information score
699449.199
Mean absolute error
0.1172
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7746
Per class
Predictive accuracy
0.7767
Prior entropy
2.3219
Recall
0.7767
Per class
Relative absolute error
0.3664
Root mean prior squared error
0.4
Root mean squared error
0.2563
Root relative squared error
0.6408