Run
1831833

Run 1831833

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(7)Moa implementation of HoeffdingTree
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(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
0.9159
Per class
Confusion matrix
F measure
0.7617
Per class
Kappa
0.6921
KB relative information score
687957.0798
Mean absolute error
0.1212
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7614
Per class
Predictive accuracy
0.7631
Prior entropy
2.3219
Recall
0.7631
Per class
Relative absolute error
0.3787
Root mean prior squared error
0.4
Root mean squared error
0.2636
Root relative squared error
0.6589