Run
178420

Run 178420

Task 7354 (Supervised Data Stream Classification) BNG(kr-vs-kp,10000,5) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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
0.9331
Per class
Confusion matrix
F measure
0.8556
Per class
Kappa
0.7107
KB relative information score
629092.4007
Mean absolute error
0.1949
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8557
Per class
Predictive accuracy
0.8556
Prior entropy
1
Recall
0.8556
Per class
Relative absolute error
0.3899
Root mean prior squared error
0.5
Root mean squared error
0.3216
Root relative squared error
0.6432