Run
57677

Run 57677

Task 6705 (Supervised Data Stream Classification) BNG(adult) Uploaded 13-11-2014 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
0.8833
Per class
Confusion matrix
F measure
0.8329
Per class
Kappa
0.5268
KB relative information score
589199.3554
Mean absolute error
0.2153
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8317
Per class
Predictive accuracy
0.8398
Prior entropy
1
Recall
0.8398
Per class
Relative absolute error
0.4306
Root mean prior squared error
0.5
Root mean squared error
0.3338
Root relative squared error
0.6676