Run
1831068

Run 1831068

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_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
0.8522
Per class
Confusion matrix
F measure
0.7808
Per class
Kappa
0.5616
KB relative information score
719416.3006
Mean absolute error
0.1227
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7809
Per class
Predictive accuracy
0.7808
Prior entropy
2.3219
Recall
0.7808
Per class
Relative absolute error
0.3834
Root mean prior squared error
0.4
Root mean squared error
0.2494
Root relative squared error
0.6234