Run
5442

Run 5442

Task 2194 (Supervised Data Stream Classification) nursery Uploaded 01-05-2014 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.

20 Evaluation measures

Area under ROC curve
0.8017
Per class
Confusion matrix
F measure
0.5617
Per class
Kappa
0.3794
KB relative information score
6797.4667
Mean absolute error
0.1874
Mean prior absolute error
0.32
Number of instances
12960
Per class
Precision
0.7075
Per class
Predictive accuracy
0.5815
Prior entropy
2.3219
Ram hours
0
Recall
0.5815
Per class
Relative absolute error
0.5857
Root mean prior squared error
0.4
Root mean squared error
0.3159
Root relative squared error
0.7897
Run CPU time
0.1223